Capabilities · generated from the platform registry · 2026-09-23

Every capability.
Listed.

Not a number on a homepage: the actual list. 884 intelligence, security and operations functions the chat can run, 86 spatial analyses with the question each one answers, and the 9 solutions they roll up into. Type what you need below and see whether it is here.

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884
chat functions
86
spatial analyses
9
solutions & desks
~130
countries · ~30 languages · 24/7
970 listed SolutionsFunctionsSpatial toolbox
Solutions & desks

What the functions roll up into.

Common Operating Picture & Ops Desk

One live picture on the desk, the iPad and every phone; command-and-control orders with routes, Mobile Operations Center fleet view, tracking, encrypted comms, audit trail.

GeoBit Mobile

iOS/Android field app: routes with terrain, 3D, SOS, live position and replay, offline map packs, geo-tagged photos and notes, Signal-protocol comms.

Journey Management & Executive Protection

Route risk per stretch with reasons, safe-haven corridor, avoidance zones, the detail tracked live, panic to escalation, after-action record.

Site Security & Site Watch

Fused, explained threat picture for any site: approach roads, dead zones, viewshed, isochrones, live pressure vs baseline; 51 methodologies.

AOI Monitoring

Draw an area; the system watches it 24/7 in ~130 countries and ~30 languages and alerts on incidents, disasters and political developments.

GSOC Watchfloor

Alarm triage with sensor correlation, OSINT fusion, traveller check-ins with duress detection, zero-effort incident logs, automatic shift handover.

Automated Briefs & SITREPs

Assessment-carrying SITREPs, country and regional briefs, PDF and story maps, on demand or on schedule, under an enforced house style.

Mapping-as-a-Service

Finished intelligence maps built to order: single maps or packs, delivered as files you can brief from.

Developer API, Analyst & Forward-Deployed Engineers

Programmatic access after a short review; a dedicated intelligence analyst; forward-deployed geospatial engineers inside your team.

Chat functions

884 functions. Ask for them in plain language.

Each entry is a function the GeoBit agent can select and run from a chat request, taken from the platform's functionality registry. Grouped by domain; the small label under each is the registry category. "Data layers on demand" are datasets the agent loads onto the map by name.

Intelligence & OSINT 263

ACLED IntelligenceACLED (Armed Conflict Location and Event Data) intelligence viewer with conflict event querying, actor filtering, temporal analysis, fatality…Conflict Data
AIS TrackingAIS vessel tracking stream with real-time maritime traffic visualization, vessel filtering, movement pattern detection, and area-of-interest…Maritime Intelligence
Actor GeocoderLLM-powered conflict actor classification and canonical location geocoding — " "classifies actors (state military, non-state armed group, terror org…Intelligence
Actor Network AnalysisConflict actor relationships and network mapping - identifies key actors and coalitionsIntelligence
Adversary COARed-team adversary courses of action for an allied client: what a named adversary (China / PRC, Russia, Iran, DPRK, Houthis, ISIS, a named group)…Conflict Intelligence
Air Defense TrackingTrack and map air defense systems (S-300, S-400, Patriot, NASAMS, MANPADS), radar sites, engagement bubbles, no-fly zones, and SEAD prioritizationConflict Analysis
Airplane RoutingGenerate fixed-wing aircraft routes including fighter strike packages, CAS stacks, tanker tracks, airlift routes, ISR/AWACS orbits, and air corridorsMilitary OSINT
ApolloApollo advanced search — deep multi-source search workbench for places, entities, and datasets from the toolbarSearch
Apollo IntelligenceApollo intelligence module for advanced multi-source intelligence fusion, automated report generation, pattern-of-life analysis, and predictive…Intelligence
Area SocialArea-based social media monitoring with X/Twitter analysis in geographic areasOSINT
Area Social MapArea-based social media monitoring with X/Twitter analysisSocial Media Intelligence
Arms Trafficking NetworkArms trafficking network analysis and interdiction planningCounter-trafficking
Article ReaderRead, extract, and analyze a SINGLE article from a URLOSINT Search
Artillery Fires AnalysisArtillery fire pattern analysis with impact zones, casualty estimates, and counter-battery assessmentConflict Analysis
Artillery Range FanMap source-reported tube/rocket artillery positions with modeled maximum-reach envelopes and explicit evidence coverageConflict Analysis
Authoritative X SearchAuthority-scored X/Twitter search for verified reports and credible sourcesSocial Media Intelligence
Battle PredictionML-based battle location prediction using pattern analysisMilitary Intelligence
Civil Unrest Coordination AnalysisSocial media-driven civil unrest coordination analysis - tracks protest mobilization via X/Twitter/Facebook/TikTok, hashtag cascades, influencer…Intelligence
Claude Web Search ExtractorClaude-based web search location extractor with intelligent shape selection and drill-down geocodingOSINT
Cloudflare RadarCyber attacks, BGP hijacks, internet intelligence, and DDoS monitoring using Cloudflare Radar APICybersecurity
Combined Early WarningFused internet + threat situation correlating IODA internet outages/blackouts with Cloudflare Radar cyber attacks and BGP anomalies in a single answerCybersecurity
Concurrent Multi SearchConcurrent multi-source intelligence searchIntelligence Fusion
Conflict AnalysisRegional conflict and war analysis with humanitarian crisis assessmentConflict
Conflict Article CodingModel-code complete article text supplied by the user into review-required, ACLED-shaped conflict-event claims with explicit provenance and mapped…Conflict Analysis
Conflict Early WarningConflict early warning assessment generation using Perplexity conflict search dataEarly Warning
Conflict MovementFull battlefield picture for a conflict area: faction zones (who holds what), front lines between factions, contested zones, movement velocity…Conflict Intelligence
Conflict PipelineFast structured conflict-event sweep that normalizes recent GDELT, FIRMS thermal, and X/Twitter observations into the GeoBit event schema with…Conflict Analysis
Conflict Spillover AnalysisConflict spillover and contagion modeling: how a conflict spreads into neighboring countries, drift vector and forward projectionStrategic Analysis
Conflict Zone AnalysisMulti-language conflict zone intelligence gathering from local sourcesOSINT
Consensus AnalysisMulti-AI consensus analysis using o3-mini, Claude, and GrokAI Analysis
Convergence AnalysisMulti-domain convergence zone analysis and indicator clusteringStrategic Analysis
Convoy Ground RoutingGenerate ground convoy routes, main supply routes (MSR), alternate supply routes (ASR), patrol loops, and armored movement corridorsMilitary OSINT
Corroborate EventCorroborate an event or report across networks — on-demand Tier-0 cross-network corroboration of a recent located event against the OSINT estate…Intelligence
Country IntelCountry Intelligence console — point-and-click country deep dive (own page): click a country to isolate it and see stored threat reporting…Intelligence
Coverage CheckCoverage honesty grade for an area: how well the platform can actually SEE it (reporting density, source diversity, freshness) as a grade A-D, so a…Conflict Intelligence
Crowdsource Area OSINTCrowdsource OSINT area collection: draw/select an area to task contributors for geotagged imagery (TCPED) AND search existing X/Twitter data from…OSINT Search
Crypto Wallet TrackerCryptocurrency wallet tracking — blockchain analysis, transaction tracing, FININTFinancial Intelligence
Cybersecurity ThreatsCyber threat landscape analysis with attack pattern detectionCybersecurity
Data Driven PredictionData-driven prediction engine using real ingested data from GDELT, web search, X/Twitter, battle maps, strikes, BDA, conflict monitoring, and early…Prediction & Forecasting
Datalastic TrackingDatalastic maritime tracking with vessel search, real-time position monitoring, historical track playback, fleet management, and maritime event…Maritime Intelligence
Date Extraction EngineAdvanced Multi-Lingual Date Extraction with Dynamic Source AssessmentData Extraction
Deep Article AnalysisDeep analysis and intelligence extraction from news articlesOSINT
Deep Article AnalyzerArticle Deep Analyzer - GDELT to Perplexity PipelineOSINT
Disruption Affection AnalysisModels how a conflict, closure or crisis cascades into 14 economic sectors - shipping and maritime, oil and gas, agriculture and food, trade…Strategic Analysis
Disruption AnalysisAlias of disruption_affection_analysis — see that entryStrategic Analysis
Domain Awareness AnalysisMulti-domain situational awareness analysis covering maritime, land, air, and cyber domains with risk assessment, chokepoint identification…Strategic Analysis
Drone Mission RoutingGenerate drone mission routes including ISR orbits, strike routes, relay networks, and cargo resupply routes for a region or operational areaMilitary OSINT
Dynamic Chokepoint DiscoveryDynamic discovery of supply and movement chokepoints using traffic and infrastructure dataStrategic Analysis
Dynamic Conflict AnalysisWorldwide, evidence-qualified conflict activity ranking from UCDP reported events, GDELT machine-coded events when BigQuery is configured, and GDELT…Conflict Analysis
Election Area IntelligenceElection Area Intelligence FusionPolitical Intelligence
Election DataIPU Parliament Data Service fetching and processing parliamentary data from IPU Parline APIPolitical Intelligence
Election MonitoringElection monitoring and analysis with polling station mapping, voter turnout visualization, result tracking, irregularity detection, and political…Political Intelligence
Election Security MonitorElection security monitoring — polling station risk, voter intimidation, irregularity detectionPolitical Intelligence
Election Web SearchElection Intelligence Web Search with boundary integrationPolitical Intelligence
Escalation DetectionConflict escalation vs a place's OWN baseline: daily event counts (and severity-weighted counts) for a country / region / city / one of the user's…Conflict
FIRMS Fire AnalysisNASA FIRMS satellite fire detection — THE route for any fire/wildfire/burning query: active fires, fire hotspots, fire activity, and thermal…Satellite Intelligence
FIRMS Incident CorrelatorCross-reference FIRMS satellite fire detections with OSINT sources (web search, X/Twitter, GDELT) to identify what actually caused the fires/thermal…OSINT Search
Fff TrackerFind-Fix-Finish tracker — target identification, location fixing, action trackingIntelligence
File Timeline ReconstructionExtract and reconstruct event timelines from uploaded documents (PDF, JSON, CSV, EML, TXT, LOG, Markdown)Temporal Analysis
Financial Network MapperFinancial network mapping — money flows, entity relationships, illicit finance detectionFinancial Intelligence
Force DispositionCurrent military unit positions, concentrations, posture, and movementMilitary OSINT
Foreign Influence AssessmentForeign Influence Risk Index (FIRI)Political Intelligence
Frontline AnalysisData-driven front line detection using GDELT military events + NASA FIRMS fire data — front lines, contested zones, conflict intensityConflict
Fusion DashboardGeoBit Data Fusion Center dashboard for multi-source intelligence integration, cross-domain correlation, unified threat picture generation, and…Intelligence
GDELT Actor AnalysisGDELT actor network analysis with CAMEO codes and relationship mappingGDELT
GDELT Cameo LookupCAMEO event code reference lookupGDELT
GDELT Conflict EventsQuery GDELT specifically for conflict and violence eventsGDELT
GDELT Country ResolverLLM-powered country name to FIPS 10-4 code resolutionGDELT
GDELT Events QueryQuery GDELT global events via BigQuery with CAMEO event codes, Goldstein scale scoring, actor filtering, bounding box spatial queries, and…GDELT
GDELT Hotspot DetectionSpatial clustering and hotspot identification from GDELT eventsGDELT
GDELT Intelligence V2GDELT Conflict Intelligence v2 with enhanced event querying, actor network visualization, temporal trend analysis, hotspot detection, and early…GDELT
GDELT RealtimeReal-time GDELT event monitoring for civil unrest, protests, riots, and conflict trackingGDELT
GDELT Temporal AnalysisTime-series analysis of GDELT eventsGDELT
GDELT TimelineGDELT media-coverage timeline and trend analysis over days to years: charts how coverage of a topic, country, or actor evolved (volume by country…GDELT
GDELT Unrest MonitorDedicated civil unrest, protest, and riot monitoring endpointGDELT
Geobit Daily IntelGeoBit's OWN Daily Intelligence dataset for a COUNTRY (or the global picture): the analyst-extracted, geocoded incident set produced by GeoBit's…Intelligence
Geobit EquationsGeoBit mathematical conflict equations (CEWSE, CPE, CSPE, UWTIE, GMTE, etc.)Predictive Analytics
Geobit FeedOpen the GeoBit curated event feed panelOSINT Search
Geobit IntelligenceGeoBit Intelligence AI analysis engine for autonomous map data interpretation, spatial pattern recognition, threat assessment generation, and natural…Intelligence
Geofence Alert SystemGeofence alert system — automated incident detection and notification when events occur within defined areasEarly Warning
Geospatial PredictionAI-powered geospatial predictive analytics with web search integrationPredictive Analytics
Geostrategic AssessmentGeostrategic position assessment analyzing geographic advantages, chokepoint control, resource access, alliance proximity, power projection…Strategic Analysis
Global BattleforgeGlobal BattleForge (GBF) military simulation and terrain analysisMilitary OSINT
Global Chokepoints PanelWorld reference map of the 55 strategic chokepoints GeoBit tracks across maritime straits, mountain passes, pipelines, undersea cables, rail and…Strategic Analysis
Global Conflict OverviewOverview of all ongoing armed conflicts worldwide from WikipediaConflict
Global Event IntelligenceBroad event collection across configured GDELT, FIRMS, web, and AI-coded sources for conflict, unrest, political, humanitarian, environmental…Intelligence
Global Fishing WatchGlobal Fishing Watch intelligence — fishing vessel search, fishing effort heatmaps, SAR dark vessel detection, IUU fishing risk indicators, vessel…Maritime Intelligence
GngeGeospatial Narrative Generation Engine for terrain descriptionsNarrative Generation
Gnge NarrativeGood-news/grim-news narrative generation over current map eventsGlobal Intelligence
Gov Travel AdvisoryGovernment travel advisory panel — official travel warnings, entry requirements, safety recommendationsTravel Intelligence
Gov Travel Advisory ExtractorLLM-Driven Government Travel Requirements Extraction with dual-country supportTravel Intelligence
Grok Web Search ExtractorGrok-based web search location extractor with X/Twitter search and intelligent shape selectionOSINT
Gtd Intelligence ExtractionSearch current reporting and code candidate terrorism incidents into review-required GTD-compatible records with source status and mapped coordinatesCounter-terrorism
Hedgefund BankabilityHedge fund bankability analysis — geopolitical risk, commodity exposure, market correlationFinancial
Historical AIS AreaHistorical vessel search and tracking in drawn areasMaritime Intelligence
Hover SearchHover search magnifier — hover the cursor over the map to search and inspect places under itSearch
IPB AnalysisIntelligence Preparation of the Battlefield following FM 34-130 doctrineMilitary Intelligence
Industry Threat SearchIndustry-specific threat intelligence analysisOSINT Search
Info Ops EffectsInformation operations effects analysis including media broadcast coverage, social media influence zones, counter-propaganda targeting, information…Information Warfare
Infra BankabilityInfrastructure project bankability — risk rating, revenue modeling, regulatory assessmentFinancial
Intelligence Events SweepMulti-source intelligence events sweepIntelligence Fusion
Intelligence GatheringIntelligence Gathering & Reconnaissance System (IGR)OSINT Search
Intelligence ReportAI-generated intelligence report — structured analysis with key findings, assessments, and recommendationsIntelligence
Interconnectivity AnalysisInfrastructure interconnectivity and dependency analysis — cascading failure modelingStrategic Analysis
Isw Frontline SearchISW map image extraction — territorial control zones, strike data, force positions, advances/retreats (requires ISW reference)Conflict
Keyword AnalysisMultilingual keyword cluster analysis using GDELT for thematic monitoring, narrative tracking, information environment assessment, and keyword…GDELT
Land Construction BankabilityLand and construction bankability — zoning, environmental, market, and engineering viabilityFinancial
Launch Point AnalysisIdentify and map launch points including missile sites, SAM batteries, drone launch facilities, naval launch platforms, rocket artillery positions…Military OSINT
Legal Compliance TrackerLegal and regulatory compliance tracking — sanctions, export controls, jurisdiction analysisFinancial Intelligence
Line Of ControlLine of Control, ceasefire line, and DMZ analysis with buffer zones and violation trackingConflict
Link AnalysisNetwork analysis, relationship mapping, and BTL predictionIntelligence
Link Analysis IntelligenceEntity extraction and comprehensive network analysis with relationship mappingIntelligence
Live IntelLive intelligence panel — real-time field reports, CSV import, IRL incident trackingIntelligence
Live SearchLive search using xAI SDK with web search and X search toolsOSINT
Live Tweet WatchLive X/Twitter feed monitor with historical backfill + continuous pollingOSINT Search
Location SearchComprehensive web search with automatic location extraction and mappingOSINT
Maneuver Fire CoordinationBuild review-required maneuver and fire-support planning graphics from cited reporting and user-stated objectivesConflict Analysis
Mapillary Street ViewMapillary street-level imagery overlay for ground-truth verification, route reconnaissance, infrastructure inspection, and point-of-interest visual…OSINT
Military EventsMilitary exercise monitoring with Perplexity web search, force deployment tracking, movement vector visualization, exercise zone mapping, severity…Military Intelligence
Military IntelligenceMulti-source military intelligence fusion searchMilitary OSINT
Military Intelligence SearchMulti-source military intelligence fusion search with force disposition, kinetic ops, ISR/SIGINT, logistics, terrorism, gov/authority, cyber…Military OSINT
Military IsochroneIsochrone analysis using military movement speed profiles ratherMilitary OSINT
Mining BankabilityMining project bankability — resource estimation, ESG compliance, financial modelingFinancial
Mission PlanningMission Planning Module (MSNPLN)Military OSINT
Multi Lingual Conflict SearchMulti-language conflict search across Arabic, French, Russian, and other sourcesOSINT
Multi Source DrilldownMulti-source intelligence drill-down — aggregates GDELT events, NASA FIRMS fire/thermal data, X/Twitter social posts, YouTube video signals, and…Intelligence Fusion
National Security AssessmentComprehensive national security assessment combining EXTERNAL THREATS (military, border, foreign interference, cyber warfare, terrorism, economic…Military OSINT
Network AnalyzerThreat actor network analysis and vulnerability assessmentIntelligence
OSINT BlueprintOSINT Blueprint providing REST API endpoints for accessing web search sessions and events from the databaseOSINT
OSINT CorroborationMulti-source OSINT corroboration and verification across Twitter/X, YouTube, Reddit, GDELT, FIRMS satellite, and TelegramIntelligence
OSINT FusionADVANCED multi-source OSINT fusion searchOSINT Search
OSINT Fusion PanelOSINT fusion panel — multi-source open-source intelligence aggregation and correlationIntelligence Fusion
OSINT Group OntologyOSINT group relationship, network discovery, and organizational mappingOSINT
OSINT Network BridgeOSINT to Network Analysis Bridge automatically converting web search extraction results into EntityRelationship records for link analysis and actor…Intelligence
OSINT Network RoutesOSINT Network Bridge API Routes providing Flask blueprint endpoints for network analysis operationsIntelligence
OSINT OntologyOSINT ontology mapping — structured knowledge graphs of entities, events, and relationshipsIntelligence
Openai Web SearchOpenAI-powered web search with location extractionOSINT
Openai Web Search ExtractorOpenAI-powered web search location extractorOSINT
Orbat AnalysisReview-required military command-hierarchy reconstruction for a specifically named forceMilitary Intelligence
PMESII PTPMESII-PT strategic analysis (Political, Military, Economic, Social, Infrastructure, Information, Physical, Time)Strategic Analysis
Pattern Of LifePattern of Life analysis — behavioral baselines, movement patterns, activity timelinesIntelligence
Perplexity Actor NetworkActor network intelligence with relationship mapping across 12 actor tiers from lone actors to coalition alliancesIntelligence
Perplexity Banking SearchSearch for banking sector data, financial institutions, ATM/branch density, credit systems, fintech ecosystems, and monetary policyOSINT Search
Perplexity BorderBorder and frontier intelligence web search with bilateral analysis (both sides searched), disputed boundary polygons from Mapbox, multi-country…Border Intelligence
Perplexity Border SearchPerplexity-powered cross-border dynamics and militant movement searchBorder Intelligence
Perplexity ConflictConflict and threat intelligence web search with IDW interpolation heatmap gridOSINT
Perplexity Conflict SearchConflict event search, mapping and country retrospectives ('what has been happening in <country>Conflict
Perplexity Contested Zone DetectionIdentifies contested zones from overlapping actor events in search resultsOSINT
Perplexity CrimeCrime and policing intelligence web search with incident mappingOSINT
Perplexity CyberCyber warfare and threat intelligence web search with IODA internet outage data, Cloudflare Radar DDoS/BGP data, Shodan exposed device scanning, APT…Cybersecurity
Perplexity Cyber SearchPerplexity-powered cyber threat intelligence: APT groups, ransomware operators, nation-state hackers, critical-infrastructure attacks, malware…OSINT Search
Perplexity DisputedDisputed territory intelligence with temporal analysis, territorial claims and sovereignty dispute tracking, de facto vs de jure control mapping…Territorial Intelligence
Perplexity Disputed TerritoriesPerplexity-powered disputed territory and sovereignty analysisTerritorial Intelligence
Perplexity Early WarningMulti-source early warning fusion intelligence web searchEarly Warning
Perplexity Early Warning SearchMulti-source early warning fusion search with 8 signal categories and 10 escalation metricsEarly Warning
Perplexity Election SearchPerplexity-powered election intelligence: election results, voting patterns, electoral violence, candidate profiles, party platforms, polling-station…Political Intelligence
Perplexity Event ReconstructionReconstruct and visualize specific events, strikes, attacks, and incidents on a map with animated timelineOSINT
Perplexity GDELT DrilldownPerplexity-GDELT drill-down — deep investigation of GDELT events with web intelligence enrichmentIntelligence Fusion
Perplexity HealthHealth and epidemic intelligence web search with WHO/ProMED/HealthMap integration, 15-factor epidemic early warning, disease outbreak tracking…Health Intelligence
Perplexity Health SearchPerplexity-powered disease outbreak and health threat searchHealth Intelligence
Perplexity IntelligenceStrategic intelligence web search covering actors/networks, weapons flows and arms trafficking corridors, terror financing and sanctions evasion…Intelligence
Perplexity Intelligence SearchPerplexity-powered general intelligence briefs and reportingIntelligence
Perplexity Lead ExpansionLead article identification and investigative expansion searchOSINT
Perplexity Movement Path ExtractionExtracts and geocodes explicit movement paths from articlesOSINT
Perplexity Multi Language SearchMulti-language web search using Perplexity with Claude-powered query translationOSINT
Perplexity OntologyPerplexity-powered group ontology search mapping organizational structures, leadership hierarchies, funding networks, alliances/rivalries…Intelligence
Perplexity Regime StabilityRegime stability intelligence web search with Perplexity-powered OSINTPolitical Intelligence
Perplexity Regime Stability SearchPerplexity-powered regime stability and coup risk intelligencePolitical Intelligence
Perplexity Religion SearchSearch for religious demographics, sects, denominations, religious extremism, interfaith relations, and religious governance for countries or regionsOSINT Search
Perplexity SearchPerplexity AI-powered deep web search with automatic location extraction, event parsing, geocoding, and GeoJSON generationOSINT
Perplexity TemporalTemporal trend analysis web search with period-over-period comparison, multilingual extraction, escalation/de-escalation classification, animation…Temporal Analysis
Perplexity Temporal Movement DetectionDetects movement patterns from same actor appearing at different geolocated positions across time-ordered eventsOSINT
Perplexity Temporal SearchPerplexity-powered temporal/timeline event searchTemporal Analysis
Perplexity TroopTroop and force tracking web search across all force tiers (gangs, militia, rebels, PMC, military, coalition). 12 force tiers, per-location force…Military OSINT
Perplexity Troop SearchPerplexity-powered troop movement and military deployment searchMilitary OSINT
Perplexity WeaponsWeapons and arms intelligence web search covering 11 weapon categories (small arms, heavy weapons, missiles, air defense, aircraft, naval, armored…Military OSINT
Perplexity Weapons SearchPerplexity-powered weapons, arms, and capabilities intelligenceMilitary OSINT
Perplexity WebsearchGeneral-purpose location-aware web search with event extraction, multi-language support, movement path reconstruction, entity extraction, expansion…OSINT
Podcast SearchNews podcast transcript intelligence — location and event extraction with GeoJSON mappingOSINT
Political RiskPolitical instability assessment and election monitoringPolitical
Population Extraction EngineCentralized Population Data Extraction engineData Extraction
Power Network IntelCombined power network intelligence — ontology, regime stability, ORBAT, and actor network fusionIntelligence Fusion
Predict ThreatsPredict future threats, attacks, civil unrest, conflict escalation for any locationPredictive Intelligence
Prediction AnalysisForward-looking prediction analysis using map data, tileset infrastructure, GDELT real-time events, conflict DB, web search, and user project data to…Prediction & Forecasting
Prediction SuiteUnified Prediction Suite - WHO/WHAT/WHERE/WHEN/WHY forward predictions for a region or country: actor profiling, escalation chains, historical…Prediction & Forecasting
Predictive Threat ForecastPredictive Threat Intelligence - forward-looking prediction for any domain (terrorism, civil unrest, conflict, crime, protests, escalation) with…Predictive Intelligence
Proxy Group AnalysisState proxy group network analysis — maps sponsor state to proxy force relationships, operating zones, influence networks, firepower/capabilities…Intelligence
Query All DataQuery all available datasetsData Query
RSS IntelligenceRSS intelligence feed aggregation and monitoring with automated article parsing, location extraction, event classification, trend detection, and…OSINT
Radar ServiceRadar data service — radar coverage mapping, SAR imagery, ground surveillanceIntelligence
Radicalization NetworkRead-only, tenant-isolated search and snapshot of the signed-in analyst's existing Counter-Terrorism radicalization networkCounter-terrorism
Radicalization TrackingExternal online recruitment and propaganda reporting searchIntelligence
Radio BrowserOpen radio stream browser and transcription — scan live broadcasts, AI transcription, intelligence extractionOSINT
Radio SIGINTRadio SIGINT (Signals Intelligence) extractor for radio frequency monitoring, emitter geolocation, signal pattern analysis, communications network…Intelligence
Rapid Election ScanFAST election choropleth scanPolitical Intelligence
Rapid Intel ScanFAST boundary-aware intelligence scanOSINT Search
Reddit IntelligenceReddit intelligence monitoring — subreddit analysis, narrative tracking, location extractionSocial Media Intelligence
Regime StabilityRegime stability analysis and coup risk predictionPolitical Intelligence
Regional StabilityMulti-country regional stability analysis across an entire geographic region — country-by-country stability scoringPolitical Intelligence
Renewable Energy BankabilityRenewable energy project bankability — solar/wind yield, grid connection, PPA viabilityFinancial
SITREP GeneratorMilitary situation report generation with real-time intelligence and web searchMilitary Intelligence
SOF Dz CarpSOF drop-zone CARP (computed air release point) calculationMilitary OSINT
SOF GRGSOF gridded reference graphic (GRG) generation for target areasMilitary OSINT
SOF IlluminationSOF illumination data (moon phase, BMNT/EENT light windows) for operationsMilitary OSINT
SOF SaluteSOF SALUTE report structuring (size, activity, location, unit, time, equipment)Military OSINT
Scenario BuilderWhat-if disruption scenario builder — turns user conditions (close this chokepoint, escalate this conflict) into synthetic disruption events and…Strategic Analysis
Scenario ModelerAI-driven scenario modeler — build, model, and analyze complex scenarios with mind-map visualization, PMESII-PT/ASCOPE/COA/Wargaming analysis…Strategic Analysis
Sector Impact EngineSector-level impact analysis from disruption events — energy, transport, economy, healthStrategic Analysis
Sentiment AnalysisMulti-pass sentiment and emotion analysis using Grok (xAI) with 8 emotion categories, subjectivity analysis, theme extraction, context-aware…Sentiment Analysis
Shodan IntegrationShodan network intelligence integration for exposed device scanning, IoT vulnerability mapping, industrial control system detection, network…Cybersecurity
Shodan Network ReconShodan network reconnaissance for exposed devices, SCADA, and IoTCybersecurity
Single Article Deep ExtractFull deep extraction of a single article — from a dropped/pasted URL OR from the full article/wiki text pasted directly into chat (content_mode)…OSINT Search
Single Article ExtractorSingle article deep extraction serviceOSINT
Situational AwarenessComprehensive full-spectrum situational awareness evaluation of a country, region, or city across 14 domains (security, crime, terrorism, civil…Strategic Analysis
Solution AnalysisActionable solution generation and decision support using map data, tileset infrastructure, GDELT events, conflict DB, web search, and optionally…Prediction & Forecasting
Strategic Points AnalysisStrategic points analysis for identifying and assessing key terrain features, critical infrastructure nodes, control points, observation posts, and…Military Intelligence
Strike Package GeneratorStrike Package Generator (SPG)Military OSINT
TCPED AnalysisTCPED intelligence cycle (Tasking, Collection, Processing, Exploitation, Dissemination)Intelligence
Tactical CorridorTactical Corridor PlannerMilitary OSINT
Tactical Mission PlanningTactical Mission Planning Module (TMPM)Military OSINT
Tactical TerrainTactical Terrain Analysis Module (TTA)Military OSINT
Target IDTarget identification and validation — entity verification, geolocation confirmationIntelligence
Telegram OSINTTelegram channel monitoring, convoy tracking, and intelligence gatheringOSINT
Telegram Social MonitorEnhanced Telegram OSINT Monitor with GDELT Pattern + Actor/Unit Tracking + Location BoundariesSocial Media Intelligence
Temporal Pattern AnalysisAnalyzes temporal patterns, activity rhythms, trends, anomalies, and predictive windows from time-stamped geospatial data with hourly/daily pattern…Temporal Analysis
Territorial Control AnalysisLLM-driven web-search analysis of who controls what territory in an active conflict — produces faction-coded zones, front lines, movement arrows, and…OSINT Search
Terror Activity IntelRECENT TERRORIST ACTIVITY MAP: where terrorists/militants have struck recently in an area or country, plus the dangerous roads and danger zones that…Counter-terrorism
Terror Finance ExtractorFININT Web Search for Terrorist/Criminal Financing NetworksFinancial Intelligence
Terror Network MapperTerror organization global presence mapping and operational footprintIntelligence
Terrorism Coordination AnalysisRetrospective terrorism coordination tracking - documented cell networks, reported attacks, exposed financing, weapons seizures, tracked…Intelligence
Terrorism Risk AnalysisEnhanced terrorism risk assessment with web intelligence and predictionsCounter-terrorism
Terrorist Attack PatternTerrorist attack pattern analysis and target predictionCounter-terrorism
Tiktok IntelligenceTikTok intelligence monitoring — geotagged content analysis, trend detection, narrative trackingSocial Media Intelligence
Tileset Intelligence QueryServer-side attribute-filtered feature EXTRACTION from global tilesets - a slow " "LAST RESORTIntelligence
Timeline AnalysisGDELT country timeline analysis with temporal event visualization, escalation trend detection, event frequency charting, conflict intensity tracking…Temporal Analysis
Timeline ReconstructionAnimated timeline analysis and event reconstructionTemporal Analysis
TmdaTactical Movement Decision AnalysisMilitary OSINT
Troop Movement AnalysisGlobal troop movement analysis with animated movement arrows, strike vectors, convex hull activity areas, route reconstruction, time-lapse replay…Military OSINT
Troop RoutingMilitary unit movement routing with modality support (land/air/sea) andMilitary OSINT
Troop TrackingOSINT-based troop movement tracking from satellite, social media, news, and traffic dataMilitary OSINT
Unified Conflict MonitorOn-demand multi-source regional conflict monitor combining available UCDP, FIRMS, GDELT, web, military, and crawler layers with explicit source…Conflict Analysis
Unified Link SearchCross-domain link search and correlation analysis across ALL data sourcesOSINT Search
Unified Search HubUnified search hub — combined multi-source search across all intelligence databasesIntelligence Fusion
Uploaded Image VisionIntelligent Map Analysis screenshot path: the chat captures the current map view and the AI interprets what is visible (this route dispatches to…Intelligence
Vessel FinderVesselFinder maritime vessel tracking with real-time AIS data, vessel identification, route history, port activity monitoring, and vessel detail…Maritime Intelligence
Vt ExplorerVT Explorer maritime intelligence for advanced vessel tracking, historical route analysis, port call history, vessel network mapping, and maritime…Maritime Intelligence
Weapon Placement IntelDEFAULT for weapon and munitions DEPLOYMENT intelligence in a REGION: what is fielded where, WEZ/MEZ threat ringsMilitary OSINT
Weapons Capability TrackerWeapons systems tracking and arsenal analysis across 12 weapon categoriesMilitary Intelligence
Web SearchClaude-powered web search with location and time series extractionOSINT
Websearch Geofence BridgeWebSearch to Geofence Bridge connecting OpenAI/Grok web search event extraction to unified geofence monitoringEarly Warning
Woeid X TrendsX/Twitter trending topics by WOEID locationSocial Media Intelligence
X Authority DiscoveryX Authority Discovery Pipeline: LLM-generated targeted X search queries, exhaustive tweet pagination, Perplexity context supplementation…Social Media Intelligence
X Boolean SearchX Boolean Search Service using Grok (xAI) Live Search APISocial Media Intelligence
X GDELT SyncCross-reference X/Twitter posts with GDELT event dataIntelligence Fusion
X Keyword SearchKeyword Tweet Mapper using Twitter API v2 recent searchSocial Media Intelligence
X News SearchSearch X's AI-curated news storiesOSINT Search
X Perplexity BridgeX Authority to Perplexity Bridge with full drawing capabilitiesSocial Media Intelligence
X Perplexity GDELT SyncX-GDELT-Perplexity Cross-Reference Sync ServiceIntelligence Fusion
X Threat TroopX Threat Tracker Pipeline using full Twitter API v2 (paid tier)Social Media Intelligence
X Trends WoeidX Trends by WOEID (Where On Earth ID) pipeline with information blackout detectionSocial Media Intelligence
Youtube SearchYouTube geolocated video intelligence search with conflict category filteringOSINT
Youtube TranscriptYouTube video transcript extraction and analysisOSINT
Youtube Transcript MapYouTube transcript intelligence — video search, transcript extraction, event and location mappingOSINT

Security, risk & protection 156

AOI IntelAOI intelligence assessment — threat level, rankings, sentiment, what occurred at a board in the last N hours/days or a historical date range, and…Monitoring
Access Egress AssessmentSafe havens + access/egress around a SPECIFIC site, address or landmark: nearest police, airport, hospital, helipad, embassy and port, PLUS the…Security
Acoustic ASW AnalysisAnti-submarine warfare acoustic propagation analysis — sonar coverage, convergence zones, shadow zonesMaritime Security
Ahp Threat PrioritizationAHP-based multi-criteria threat prioritization with multi-AI consensus scoring, cascade analysis, PMESII-PT domain mapping, and 6h/24h/72h predictive…Security
Ambush Risk AnalysisRoute ambush vulnerability analysis including kill zones, chokepoints, overwatch positions, IED risk, sniper positions, and counter-ambush…Security
Area CallsheetINCIDENT CALL SHEET: one point or small area -> everyone an analyst can PHONE right now plus the institutional pictureSecurity
Area DenialArea Denial System — plan checkpoints, control zones (hot/warm/cold/exclusion), cordons, barriers, crowd control, and deploy them as armed org…Security
Area RecapCheap one-shot RETROSPECTIVE for an area/facility over an arbitrary lookback window: \"what has gone on around here in the last 6 hours / 24 hours /…Security
Area SITREPHYPERLOCAL SITREP: one small area (a point, block, site, neighborhood or town - default 0.5 km radius, town-scale 2 km) over one SHORT window (last…Security
Assembly Point AnalysisIdentifies and assesses safe assembly/rally points for emergency gathering, evacuation, or tactical operations with terrain analysis, flood risk…Emergency Planning
Asset Fire MonitorFire proximity alerts and asset protection from wildfires using NASA FIRMS integrationInfrastructure Monitoring
Attack Vector AnalysisAttack vector analysis and defensive threat modelingSecurity
Blockade CheckLive coordinated-blockade check: one live 3-source traffic sweep, then geometry over the unexplained closures - several simultaneous separated…Security
Border Crossing IntelBORDER CROSSING intelligence: wait estimate + risk ranking at a land border crossing, fused from live traffic physics on BOTH approach corridors…Security
Boundary Risk FusionMulti-source boundary risk RANKING + choropleth: fetches the admin boundaries of a " "country/region (states, districts, municipalities) OR the…Risk Assessment
Canvass AreaHyper-granular AREA CANVASS around a specific locationSecurity
Cascade AnalysisInfrastructure cascade failure modeling with dependency chains, single points of failure identification, systemic risk propagation, and domino effect…Risk Assessment
Cde EvaluatorCollateral Damage Estimation: if an incident occurred at a given location, models the likely blast/fragmentation envelope, civilian casualty…Risk
Cde Historical SweepHistorical CDE sweep: pulls past strike events for an actor over a date range, runs modeled CDE on each, aggregates results onto a hexbin grid, and…Risk
Checkpoint MapInferred control points + persistent obstructions from traffic recurrence history: the same unexplained queue/slowdown/closure recurring across…Security
City ScanCITY SCAN - camera-driven quadrant threat sweep of a city ON THE MAP: the map camera flies into each quadrant of the city view, reads every RENDERED…Security
City Stability GridCivil unrest / city stability picture from live road physics: ~2 km district cells scored on unrest-shaped disruptionSecurity
Civil Unrest IntelSTREET-LEVEL CIVIL UNREST TRACKER with its own overlay workspace: extracts individual protest/riot/demonstration events from web news (Claude…Security
Civil Unrest Street MapperCivil Unrest Street Mapper combining traffic intelligence unrest detection with street geometry visualizationCivil Unrest
Claims AdjusterInsurance claims adjustment tool — damage assessment, geospatial verification, cost estimationInsurance
Coastal Flood RiskCoastal and urban vulnerability flood risk analysis — sea level rise, storm surge, drainageDisaster
Commodity FlowCivilian commodity-flow analysis — equidistant maritime routing and chokepoint exposure for trade flowsRisk
Commodity MapGlobal Commodities workstation — world map of where commodities are produced (oil, LNG, coal, uranium, copper, cobalt, lithium, nickel, iron ore…Risk
Consequence Impact ModelingModels consequences of attacks or disruptions on infrastructure, population, economy, and environment using CARVER methodology with mass casualty…Risk Assessment
Convoy CoordinationMulti-agent VIP convoy coordination with escort synchronization and threat avoidanceSecurity Operations
Copernicus EmsEU Copernicus Emergency Management Service satellite-derived emergency activationsEmergency Planning
Country Disruption RollupNational mobility ranking: parallel live traffic sweep of a country's principal cities, each scored on unrest signal + congestion + closure load and…Security
Country Risk WebsearchCountry Risk WebSearch ServiceRisk Assessment
Covert CorridorCOVERT CORRIDOR / MOVE UNDETECTED from A to B: plans a route between two named places or points that stays out of sight - the Mapbox DEM plus…Security
Crime Risk AssessmentCrime hotspot analysis and public safety assessment with C9 shortcutPublic Safety
Crisis ManagementCrisis management planning, emergency action plans (EAP), business continuity (BCP/ISO 22301), business impact analysis (BIA), disaster recovery…Emergency Planning
Crisis ResponseSTANDING UP A LIVE CRISIS RESPONSE on the mapEmergency Planning
Disaster Response HubDisaster Response Hub Operations — coordinated multi-agency response, situation trackingEmergency Planning
Disaster WatchLive global disaster watch layer — real-time earthquakes, tsunamis, cyclones/hurricanes, tornadoes, wildfires, floods, flash floods, storm surge and…Disaster
Dynamic Risk AnalysisComprehensive dynamic risk assessment at locations with multi-category scoring (military, political, environmental, infrastructure, natural disaster…Risk Assessment
Emergency Response CoordinationEmergency response coordination — crisis routing, resource dispatch, casualty collectionEmergency Planning
Emsa AnalysisEmergency medical services analysis (EMSA) — hospital coverage and ambulance response times under live trafficEmergency Planning
Energy BlackoutPower outages, internet blackouts, and energy infrastructure monitoring using IODA API, PowerOutage.us for US states, LLM-powered news search, global…Infrastructure Monitoring
Entity WatchStanding NAME watch on an organization, person, site or brand: continuously sweeps the news wire (Google News), the platform's ingested stores…Security
Evacuation PlanEvacuation route analysis with danger zone definition, safe location identification outside the threat area (airports, ports, embassies, hospitals)…Emergency Planning
Evacuation Route AnalysisEvacuation route analysis with multi-route generation, capacity estimation, bottleneck identification, rally point selection, and time-distance…Emergency Planning
Evacuation RoutingEmergency evacuation route analysis from a location — evacuation planning panelEmergency Planning
Executive ProtectionExecutive Protection Suite - comprehensive executive protection planning with threat analysis, force sizing, routing, safe housesExecutive Protection
Executive Protection ProtectionExecutive Protection Suite - Secret Service-grade AI-powered protection planning with temporal threat analysis (6mo/2wk/1wk/48hr), force sizing…Executive Protection
Extraction PlanTactical extraction planning with threat analysis, safe haven identification (airports, helipads, ports, embassies, military bases), and optimal exit…Security Operations
Gdacs AlertsGDACS UN global disaster alerts — earthquakes, floods, cyclones, volcanoes, droughts with alert severity levelsEmergency Planning
Geneva OverlayGeneva Convention compliance analysis and protected sites mappingInternational Law
Global CrimeGlobal crime choropleth - intentional-homicide rate per 100,000 for 195 countries from the UNODC series, with trend vs each country's previous report…Security
Global ForcesGlobal Forces command picture — unified military + armed-group workstation (own page): military events, troop sightings/convoys/deployment zones…Security
Global Risk AnalysisMULTI-CATEGORY risk scoring across climate, economic, political, social categories for regions or the globe. " "Use for 'global risk assessmentRisk Assessment
H3 Risk WeightingH3 hexagonal risk weighting system with multi-factor risk scoring, configurable weight parameters, spatial risk interpolation, risk zone boundary…Risk Assessment
Hazard Risk AnalysisComprehensive multi-hazard risk analysis — earthquake, flood, fire, storm, industrial hazardsDisaster
Human SecurityHuman Security Geospatial Intelligence (HSGI) with 7 dimensions: economic, food, health, environmental, personal, community, politicalHuman Security
Humanitarian CrisisHumanitarian crisis assessment with refugee flow analysisHumanitarian
Humanitarian DataSearch and browse 20+ humanitarian data sources including HDX, UNHCR, WFP, WHO, and moreHumanitarian
Humanitarian ResupplyPlan humanitarian supply delivery to remote areas while avoiding dangerous zonesEmergency Planning
Humanitarian Support PlanHumanitarian support planning — aid distribution, shelter mapping, logistics coordinationHumanitarian
IED Threat PredictionEvidence-qualified IED route-risk assessment using configured road/terrain data and cited incident reportingSecurity
Incident Response OpenGenerates an incident response playbook for a location: threat brief, prioritized immediate actions, named response assets (hospitals, embassies…Incident Response
Infrastructure Risk RankingCountry-level infrastructure risk ranking that predicts which assets are most likely targeted next based on recent strikes, attacks, crime patternsRisk Assessment
Insurance RiskInsurance catastrophe modeling and portfolio risk assessment including PML analysisInsurance
Internet MonitorInternet outage monitoring via IODA — regional connectivity, BGP disruptions, DNS anomaliesInfrastructure Monitoring
Journey ManagementJourney management — protected route planning from origin to destination with threat overlay. 'Plan journey from X to Y' opens this panelSecurity Operations
Journey Management PanelJourney management panel for travel risk assessment, route planning with risk corridor identification, checkpoint scheduling, communication…Security Operations
Journey Management Route Intel ReportJourney management route intelligence report — comprehensive threat briefing for planned routesSecurity Operations
Journey Management Threat IntelligenceJourney management threat intelligence — GDELT and web threat scanning along journey routesSecurity Operations
Journey Mgmt ProtectionJourney management protection planning with protective detail positioning, advance route clearance scheduling, safe haven network integration…Security Operations
Journey Mgmt RoutingJourney management tactical routing using H3 hexagonal grid with risk-weighted pathfinding, threat avoidance corridors, safe route optimization, and…Security Operations
Journey ProtectionJourney protection — force-protection analysis along a planned journey routeSecurity Operations
Journey Risk AheadFORWARD cross-check of the org's upcoming journeys against announced planned events: journeys departing in the next 1-14 days matched against dated…Security
Journey RoutingJourney management routing — compute the protected route with risk overlay between origin and destinationSecurity Operations
Landslide DetectionLandslide susceptibility mappingHazards
Landslide RiskLandslide risk modeling — slope instability, rainfall triggers, susceptibility mappingDisaster
Live DetectionReal-time object detectionSurveillance
Live Region MonitorLive Region Monitor (LRM) — continuous live monitoring of a selected region with automatic refresh of events and alertsMonitoring
Locate PersonnelLocate a tracked person, team member, or GPS device on the map — 'Where is Ben?' flies to their live positionSecurity Operations
Meeting Point AnalysisMeeting point analysis for optimal rendezvous location selection with multi-party accessibility scoring, security assessment, cover evaluation, and…Security Operations
Mobile GPSMobile GPS integration — pair a phone as a live GPS tracker feeding this map (GeoBit mobile companion)Tracking
Mroa AnalysisSecurity Routing and Operations Analysis (MROA) for mission route optimization with threat avoidance, checkpoint planning, alternate route…Security Operations
NOAA WeatherNOAA National Weather Service severe weather alerts — tornadoes, hurricanes, floods, winter storms, heat advisoriesEmergency Planning
Naval Mine WarfareNaval mine warfare zone classification by depth — contact, moored, bottom, influence, and CAPTOR minesMaritime Security
Outage MapGlobal outage map: fused power/internet outage picture rendered ON THE MAPInfrastructure Monitoring
Outreach PipelineSales outreach pipeline (find prospects, generate briefs for crisis regions)Emergency Planning
Panic NotificationPanic button and emergency notification — instant alert to security teams with GPS locationSecurity Operations
Patrol Route OptimizationDynamic patrol route generation with coverage analysis, crime data integration, randomized timing, and optimized area coverageSecurity Operations
Patrol Route Optimization PanelOptimize patrol routes for security coverage of a regionSecurity Operations
Pattern ExposureWhere could be next: ranks the SURROUNDING assets by fit to the OBSERVED pattern of recent events for a chosen domain profile - strike/drone impacts…Risk Assessment
Perplexity Asset SecurityPhysical asset security intelligence combining web search with real infrastructure tileset dataSecurity
Perplexity Asset Security SearchPhysical asset security search with infrastructure proximity analysisSecurity
Perplexity Crime SearchPerplexity-powered crime, gang activity, and drug trafficking intelligencePublic Safety
Perplexity RiskComprehensive multi-domain risk intelligence web search with 16 risk category searches per location, multi-domain composite scoring, 20-factor early…Risk Assessment
Perplexity Risk SearchPerplexity-powered operational risk intelligence searchRisk Assessment
Perplexity Security ThreatsSecurity risk and threats intelligence web search with physical security assessment, threat actor profiling, operational security risks, force…Security
Perplexity Security Threats SearchPerplexity-powered physical security threats, threat actor profiling, and force protection intelligenceSecurity
Perplexity TerrorismComprehensive terrorism intelligence web search with cell networks, attack patterns, and actor network analysisSecurity
Perplexity Terrorism SearchTerrorism intelligence search with cell networks, actor graphs, and 10 threat metricsSecurity
Perplexity Threat Environment SearchTHREAT-ENVIRONMENT REPORT: assess the threats/security picture for a city or country over a stated window. " "Unified multi-domain threat environment…Security
Personnel RecoverySERE and personnel recovery route planning — evasion corridors, recovery points, contingency routesSecurity Operations
Physical Risk IntelligencePhysical risk intelligence — location-based threat assessment for financial and insurance use casesRisk Assessment
Police Report SearchPolice reports and crime incident search with pattern analysisPublic Safety
Portfolio Risk AnalysisInsurance portfolio risk analysis — geographic concentration, catastrophe modeling, reinsuranceInsurance
Property Value RiskProperty value risk assessment — hazard exposure, market trends, loss estimationInsurance
Pursuit ReconstructionPursuit Reconstruction Engine for extracting and reconstructing police pursuit routes from news/social sourcesPublic Safety
Pursuit RoutesOn-demand pursuit reconstruction API endpointPublic Safety
Rapid DeploymentHUMANITARIAN RAPID DEPLOYMENT / QRF — read the ground situation, estimate affected population and supplies/responders needed, choose landing zones…Emergency Planning
Reliefweb ReportsUN OCHA ReliefWeb humanitarian crisis reports — disasters, conflicts, epidemics, food crisesEmergency Planning
Resource StagingEmergency resource staging — optimal depot placement, distribution routing, capacity planningEmergency Planning
Response Time AnalysisEmergency or rapid-response time analysisEmergency Planning
Risk DashboardEnterprise risk dashboard with multi-domain risk aggregation, portfolio exposure visualization, risk trend monitoring, alert management, and…Risk Assessment
Risk WebsearchConsolidated Risk Intelligence System with auto-hierarchy detection (Country -> Provinces -> Districts -> Cities)Risk Assessment
Risk Zones ChoroplethRisk zones choropleth analysis with boundary-based risk classification, multi-factor risk aggregation, color-coded risk visualization, risk zone…Risk Assessment
Road Blockage AnalysisRoad blockade analysis with checkpoint placement optimization, traffic flow disruption modeling, bypass route identification, and area denial…Security Operations
Road WatchROAD / STRETCH-OF-ROAD WATCH: the user names a road, highway or stretch of road and wants it MONITORED - the road is traced into a real corridor from…Security
Route ExposureExecutive protection route exposure profile for one specific route RIGHT NOW: live speeds vs free-flow (HERE/TomTom/Mapbox fused) along the line show…Security
Safehouse NetworkSafehouse network analysis for a city — safe house siting and security assessmentSecurity Operations
Safehouse Network AnalysisSafe house network analysis with location suitability scoring, egress route planning, proximity to key infrastructure, surveillance detection routes…Security Operations
Saps CrimeOfficial South African Police Service crime statistics mapped by police precinct (1,167 precincts, FY2025/26) - murder, rape, assault, aggravated…Security
Search Rescue GridSearch and rescue grid planning — sector assignment, probability of detection, resource stagingEmergency Planning
Security AssessmentPANEL TOGGLE: opens the Security Assessment panel overlay on the current view (automated threat " "identification, vulnerability scoring, risk heat…Security
Security DecisionSecurity asset positioning and deployment - provides autonomous recommendations for security operationsSecurity
Security Geo AnalysisRETIRED 2026-07-13 — use security_risk_assessmentRisk Analysis
Security Perimeter OptimizationSecurity perimeter optimization with layered defense ring generation, entry control point placement, patrol route planning, sensor coverage modeling…Security Operations
Security Risk AssessmentAREA SECURITY ASSESSMENT - the canonical risk assessment / threat assessment / security assessment for a place. " "Comprehensive live-websearch…Security
Security Tour PlannerMulti-vehicle military and security tour planning with road-following optimizationSecurity Operations
Site Exposure ScoreSite exposure score for every protected site (the user's watched AOIs / sites): severity-weighted, time-decayed incidents inside 5 / 10 / 25 km…Security
Site Security AssessmentSite security assessment service for evaluating physical security posture of specific locations and facilitiesSecurity
Site Threat PictureSITE THREAT PICTURE: what threatens ONE location (an embassy, a mine, a government building, an office, a hotel, a point) and WHY, as one explained…Security
Site WatchSite Watch — standing watch over a facility LIST from a Google Sheet/upload/layerMonitoring
Stamp AnalysisSTAMP safety analysis — Systems-Theoretic Accident Model and ProcessesSecurity
Submarine Route PlannerDepth-optimized submarine route planning with thermocline bands and acoustic hiding zonesMaritime Security
Surveillance Camera AnalysisSurveillance camera coverage analysis with field-of-view modeling, blind spot detection, overlapping coverage optimization, and camera placement…Security
Surveillance Detection RoutesCounter-surveillance route planning with SDR detection and evasion patternsSecurity Operations
Temporal FlowTEMPORAL FLOW MAP / heatmap over time: WHEN one small area is active, hour by hour across the week, rendered as an animated H3 hex timelapse on the…Security
Terror Group AtlasTerror Group Atlas — curated catalog of 44 armed/terrorist groups: country presence, division-level hotspots, attributed recent events…Security
Threat AnalysisCRITICAL-INFRASTRUCTURE threat and vulnerability engine: which infrastructure is vulnerable to which attack types. " "Use for 'infrastructure threat…Security
Threat Escalation LadderMulti-source threat escalation ladder - analyzes 12 months of conflict, security, risk, intelligence, and temporal data to build a monthly escalation…Security
Threat FeedLIVE THREAT FEED - breaking/current threats, attacks, unrest for a place or country; city-scale recaps over N daysSecurity
Threat Mapping AnalysisCritical infrastructure security analysis and enhanced threat mapping with vulnerability scoring, attack vector visualization, blast radius modeling…Security
Threat Surface AnalysisComprehensive threat surface and attack vector analysis with threat enabler indexing, line-of-sight calculations, urban density multipliers, and…Security
Traffic Flow MapO-D FLOW MAP (flowmap.blue-style) from MEASURED travel times, for any city or road with provider coverage: city mode derives road gateways around the…Security
Travel Risk AssessmentTravel risk intelligence by destination and nationality, including VIP/executive-protection travel: official government advisories (State Dept, FCDO…Risk Assessment
Tsunami Surge PropagationTsunami and storm surge wave propagation modeling with shoaling amplification and coastal riskDisaster Response
USGS EarthquakesReal-time earthquake data from USGS — global seismic events, magnitudes, depths, tsunami alertsEmergency Planning
Undersea Cable VulnerabilitySubmarine cable vulnerability assessment based on bathymetry depth and geological riskInfrastructure Security
Unrest Street HighlighterLLM-driven street query organization for unrest highlightingCivil Unrest
Upcoming ProtestsFORWARD-LOOKING protest / civil unrest picture for a city: announced protests, strikes, marches, rallies 1-14 days outSecurity
VIP AnalysisVIP security and route planningSecurity
VIP Security RoutingVIP security routing with threat-aware pathfinding, advance route reconnaissance, counter-surveillance waypoints, safe haven identification, and…Security Operations
Vicinity CrawlGeoBit Search VICINITY CRAWL around a specific building / block / neighborhood: enumerates the NAMED GEOGRAPHY within the radius (every neighborhood…Security
Vulnerability AnalysisMulti-hazard vulnerability analysis — population exposure, infrastructure fragility, resilienceDisaster
WHO OutbreaksWHO global disease outbreak news — epidemics, pandemics, emerging infectious diseasesEmergency Planning

Command, control & operations 103

After Action ReviewAfter Action Review (AAR) — post-mission analysis, lessons learned, performance assessmentCommand & Control
Agent SimulationLLM-driven agent-based modeling and patrol simulationSimulation
Alert CallsAlert calls — automated voice-call alerting console page (opens in a new tab)Communications
Amphibious Landing AnalysisAmphibious landing zone analysis for maritime operations including beach gradient assessment, coastal defense identification, tide analysis, and…Military Operations
Basecamp AnalysisBasecamp and forward operating base selection analysis with terrain assessment, defensibility scoring, water source proximity, supply route access…Military Operations
Battle Damage AssessmentEvidence-qualified post-strike physical and functional damage assessmentMilitary
Battle MapMulti-layer battle map generation v2Military Operations
C4isrC4ISR / command and control command module — command, control, communications, computers, intelligence, surveillance, reconnaissance consoleMilitary
CARVER AnalysisCARVER matrix analysis — Criticality, Accessibility, Recuperability, Vulnerability, Effect, RecognizabilityMilitary
COA BuilderCourse of Action development and analysis with wargamingMilitary Planning
Cache Placement AnalysisTactical cache placement analysis — concealment, accessibility, retrieval risk assessmentMilitary
Chokepoint AnalysisTactical chokepoint analysis — kill zones, overwatch positions, IED risk, convoy security assessmentMilitary
Command & Control Data ImportBulk command and control data import from CSV/Excel — supports clients, vehicles, personnel, " "safehouses, incidents, and resources with column…Command & Control
Command & Control SystemCommand and Control (command and control/C4ISR) system with operational planning, unit tracking, mission management, communications network overlay…Military Operations
Common Operating Picture AI TeammateCommon Operating Picture AI teammate — AI-powered Common Operating Picture assistant for automated layer management and briefing prepCommand & Control
Common Operating Picture IntegrationCommon Operating Picture integration to aggregate all active map data layers, analysis results, and operational overlays into a unified tactical…Military Operations
Common Operating Picture VersioningCommon Operating Picture version control — track Common Operating Picture changes, rollback, compare snapshotsCommand & Control
Comprehensive WargamingFull military scenario wargaming analysis with terrain, forces, and COA developmentMilitary Simulation
ConflictsConflict events + country retrospectives ('what has been happening in <country>Conflict Infrastructure
Convoy Path EnumerationConvoy path enumeration with multi-route generation, road capacity assessment, chokepoint identification, threat corridor avoidance, and convoy…Military Operations
DST BuilderDecision Support Template generation based on FM 5-0 doctrineMilitary Planning
Decision TreeCrisis Decision Trees - predefined response protocols for active shooter, civil unrest, cyber attack, natural disaster in conflict zone…Decision Support
Drone Attack ReconstructionDrone/UAV attack reconstruction with flight corridors, range fans, strike vectors, and infrastructure impact assessmentMilitary
Electronic WarfareElectronic warfare analysis — jamming, signals interception, spectrum managementMilitary
Event Reconstruction AnimateAnimate a strike or drone attack reconstruction as moving projectile tracks with launch and impact timestampsMilitary Operations
Event Reconstruction SavedList or replay saved animated event reconstructions by name or regionMilitary Operations
Facilities ManagerCommand and control facilities management — CRUD for bases, supply points, medical facilities, " "staging areas, and checkpoints with geospatial…Command & Control
Fluidity AnalysisConflict zone fluidity analysis - measures how rapidly front lines, control zones, and areas of influence are shifting across 6 dimensions…Military
Force ProjectionFull-spectrum military force projection analysis across land, air, and sea domainsMilitary
Fusion CenterFusion center dashboard with OODA loop integration — multi-source data fusion and decision supportCommand & Control
GPS JammingGPS jamming and GNSS interference map — real ADS-B navigation-integrity (NACp) data showing areas of degraded GPS, gpsjam methodologyElectronic Warfare
GPS Live TrackingGPS live tracking and streaming — real-time personnel/vehicle position monitoringCommand & Control
Goal Agent SuggestHigh-level strategic goal suggestions requiring 5+ capability combinationsDecision Support
Ground Based ForcesGround based forces analysis — unit positions, capabilities, movement corridorsMilitary
HUMINT CallPlace an AI voice debrief call to a HUMINT field source (or phone number) to collect a ground report, transcribe it, and add the extracted event to…Communications
ISR PlanningIntelligence, Surveillance, and Reconnaissance collection planning and sensor placementMilitary
Incidents ManagerCommand and control incident management — view, create, update, and track conflict incidents " "and security events in the operational databaseCommand & Control
Intervisibility Route ScorerViewshed-aware route scoring for concealed movement planningMilitary
Iram AnalysisInformation Requirements Assessment Model — intelligence collection prioritiesMilitary
Jc3iedm IntegrationJC3IEDM military data model integration — NATO-standard joint command and control information exchangeCommand & Control
Kocoa AnalysisKOCOA terrain analysis — Key terrain, Observation, Cover/concealment, Obstacles, Avenues of approachMilitary
Logistics Msr TrackerMain Supply Route (MSR) tracker — route status, convoy scheduling, threat monitoringLogistics
Logistics Supply ChainGlobal logistics and supply chain analysis with route optimizationLogistics
Lscm AnalysisLogistics and Supply Chain Management analysis — depot placement, route optimization, inventory distributionLogistics
MAPAM Add WeaponAdd a new weapon system to the MAPAM weapons list with its range, radius and speed figures for your orgMilitary Operations
MAPAM AnalysisMunitions and Armament Placement Analysis (MAPAM) for review-required placement simulations, historical event recording, and modeled…Military Operations
MAPAM Coverage DrawDraw a weapon SYSTEM range fan (artillery, MLRS, missile, drone, ATGM) plus danger zone at a place, facing, DEM maskMilitary Operations
MAPAM Events ListList and map the munitions events your org recorded in MAPAM, filtered by days, weapon or event typeMilitary Operations
MAPAM Record EventRecord a munitions event with a timestamp: a weapon placement, engagement or strike at a place, optional originMilitary Operations
MAPAM Weapon LookupLook up or compare weapon system specs from the MAPAM list: range, lethal radius, warhead, speed, aliasesMilitary Operations
MCOO AnalysisModified Combined Obstacle Overlay — terrain analysis with obstacle integrationMilitary
MEDEVAC OperationsMEDEVAC planning and operations — casualty collection, LZ selection, hospital routing, 9-line formatCommand & Control
Mattermost IntegrationMattermost team messaging integration — channel management, map data sharingCommand & Control
Mcda FilterMulti-Criteria Decision Analysis for optimal location selectionDecision Analysis
Mesh Network AnalysisMesh network communications analysis with node placement optimization, signal propagation modeling, network resilience assessment, and coverage gap…Communications
Mett Tc AnalysisMETT-TC analysis — Mission, Enemy, Terrain, Troops, Time, Civilian considerationsMilitary
Military Coordination AnalysisOSINT military coordination & tactical observation analysis - tracks force coordination, naval/air/ground movements, logistics flows, OOB…Military
Mission Doctrine ScenarioMission, Doctrine, and Scenario analysis frameworkMilitary
Mission PlannerMission planning tool — objectives, phases, timelines, resource allocation, contingenciesMilitary
Mission Planning Ops CenterMission Planning Operations Center (MPOC) - full 7-stage pipeline: IPB, threat assessment, COA development, wargaming, mission planning, operational…Military Planning
Mission Planning SystemMission Planning System — operational planning, tasking, synchronizationMilitary
Multimodal AlternativesMulti-modal alternative routing — handled by calculate_routeLogistics
Munitions Exposure AlertsLIVE now: is a tracked vehicle or the principal inside a recorded weapon envelope, exposure alerts today, or one spotMilitary Operations
Nearest Resource RoutingNearest resource routing for rapid response with multi-resource type search, priority-weighted routing, estimated time of arrival calculations, and…Logistics
Ooda AnalysisOODA Loop analysis — Observe, Orient, Decide, Act decision cycle assessmentMilitary
Ops BuilderAI-powered military operation planning and coordinationMilitary Operations
Rapid DecisionRapid Decision Engine - fans out to 12 intelligence sources in parallel and fuses them into one actionable decision brief with threat level…Decision Support
Real Time Situation AssessmentReal-time situation assessment with live data fusion and threat classificationMilitary
Reverse Slope RoutingDefilade path finding using reverse slope terrain maskingMilitary
RoboticsRobotics panel — unmanned systems (UGV/UAV/robotics) control and status panelCommand & Control
Route Security RiskFull security, risk and threat analysis of the hazards along a road or route from A to BLogistics
Satphone CoverageSatellite phone provider coverage choropleth (Iridium, Thuraya, Inmarsat, Globalstar) with per-country shading, phone models, and provider metadataCommunications
Sec CommsSecure communications overlay — encrypted messaging, secure channels, COMSEC managementCommand & Control
SensorsSensors panel — manage and view deployed sensor feeds on the mapCommand & Control
Signal MessagingSignal secure messaging integration — encrypted field communications, location sharingCommand & Control
Site Overwatch ExposureSite overwatch: high ground with line of sight onto a FIXED site (sniper, ATGM, RPG, mortar observer) plus dead groundMilitary Operations
Smeac AnalysisSMEAC operations order format — Situation, Mission, Execution, Admin, CommandMilitary
Strategic PointsStrategic points analysis — identify key tactical/strategic positions (observation, control, defensive) around a location on the mapMilitary
Strike Vector VisualizationStrike origin-to-impact vector visualization with weapon system tracking and multi-source OSINT corroborationMilitary
Supplier SpofSupplier single-point-of-failure map from a supplier layer or sheet (name, tier, category, country, address or coordinates): geolocates suppliers…Logistics
Supply Chain InterdictionSupply chain interdiction analysis — chokepoint identification, smuggling route detectionLogistics
Supply Chain RiskSupply chain and logistics risk analysis with disruption predictionsLogistics
TFC AnalysisTactical field coverage analysisMilitary
Tactical AI ThreatEvidence-qualified modeled tactical assessment of likely adversary axes, objectives, concentrations, and courses of actionMilitary
Tactical Corridor PlannerMulti-leg tactical corridor planning with terrain cost analysisMilitary
Tactical Insertion ExtractionTactical insertion and extraction planning with landing zone assessment, approach route optimization, extraction point identification, contingency…Military Operations
Tactical SwarmTactical swarm coordination — position and coordinate team members around an adversary or objectiveMilitary
Tactical Swarm AnalysisTactical swarm analysis for coordinated multi-unit operations with formation planning, area coverage optimization, communication network modeling…Military Operations
Tactical Terrain AnalysisAdvanced tactical terrain analysis with OAKOC framework (Observation, Avenues of Approach, Key Terrain, Obstacles, Cover and Concealment), military…Military
Tak IntegrationTAK (Team Awareness Kit) integration — ATAK/WinTAK interoperability, CoT message exchangeCommand & Control
Targeting Lethality ScoreTargeting and lethality scoring — weapons-target matching, effects assessment, collateral estimationMilitary
Telegram NavigationTelegram-based navigation sharing — send routes and waypoints to field teams via TelegramCommand & Control
Theater SimulationTheater-level military operational planning and simulationMilitary Simulation
Threat PictureContinuous Threat Picture - unified 24h rolling threat view aggregating active threats, AOI alerts, escalation chains, predictions, conflict…Decision Support
Threat Simulation LocationWhat-if war-game: simulate what could hit a named site from the org's RECORDED weapon positions as animated tracksMilitary Operations
Traccar IntegrationTraccar GPS tracking integration — live vehicle/personnel tracking, history playback, geofencingCommand & Control
Unit Of InterestUnit of Interest analysis — tracking, pattern of movement, capability assessmentMilitary
VIP Route Munitions ExposureVIP drive munitions exposure: can the principal be hit by RECORDED weapon positions on a route, from where, at what ETAMilitary Operations
Vessel Draft AnalysisVessel draft vs depth analysis for port approach and channel navigationMaritime Logistics
Warzone LogisticsWarzone logistics routing — multi-domain (land/air/sea) hazard-aware routing with GDELT, FIRMS, safe havens, and extraction pointsLogistics
Wearable DevicesWearable device integration — biometric tracking, location beacons, field health monitoringCommand & Control
Weight AdjustmentReal-time operational weight adjustments using IC Weight AdjusterDecision Support
Workflow EngineCommand and control workflow engine — automated task sequences, approval chains, operational checklistsCommand & Control

Routes, mobility & transport 73

Airports HelipadsGlobal airports and helipads analysis (GARHA) for a region — aviation facilities with routingAviation
Airports Helipads AnalysisAirport, runway, and helipad analysis for route planning and air opsAviation
AirspaceAirspace boundaries and flight zonesAviation
Chat SearchPRIMARY web search routeRouting
Comprehensive Road AnalysisRoad network analysis with buffer zones, classification, and network statisticsRouting
Comprehensive Road Analysis PanelComprehensive road network analysis — quality, capacity, and strategic assessment for a regionTransportation
Concealment RoutingCovert movement routing that avoids surveillance, open terrain, and high-visibility areasRouting
Convoy IsochroneConvoy reachability isochrone analysis factoring in speed, terrain, and threatRouting
Corridor Capacity AnalysisCompare transit corridor capacity between two cities — modal split, network capacity, and throughput city vs cityTransportation
Corridor Flow AnalysisAnalyzes transportation corridors, movement flows, chokepoints, and route vulnerabilities with terrain traversability assessment, network segment…Transportation
Cross City Traffic AnalysisCompare traffic between two cities — congestion, modal integration, and network density side by sideTransportation
Cross City Transit AnalysisCompare transit networks and modal distribution between two citiesTransportation
Custom RoutingDriving, walking, or cycling directions and route calculation between two or more locationsRouting
Dangerous RoadsDangerous road stretches: highlight red + explain WHY — A-to-B corridor, dangerous roads in a city, or a named roadRouting
Dead Zone RouteCellular dead-zone analysis for routes and areas: highlights the stretches of road with no mobile coverage and the dead-zone areas, computed from the…Routing
Drone DetectionDrone detection from imagery and sensor data — classification and trackingAviation
Drone MosaickingAerial imagery mosaic creation from drone captures — orthophoto stitching and georeferencingAviation
Drone Path PlanningUAV/drone optimal path planningAviation
Drone Path Planning PanelDrone/UAV flight path planning with terrain and airspace analysis for an areaAviation
Drone SimulationFull drone flight simulation with terrain following, waypoints, and payload modelingAviation
Drone SwarmDrone swarm coordination — multi-UAV formation planning, task allocation, coverage optimizationAviation
Drone Terrain RoutingDrone terrain-following routing — low-level UAV route planning over terrainAviation
Drone VideoDrone video processing and analysis — frame extraction, object detection, geotaggingAviation
Equidistant Maritime RouteEquidistant maritime routingMaritime
Ev Charger RoutingEV charging station discovery and optimal routing for electric vehiclesRouting
Flight DataReal-time and historical flight tracking with aircraft identification, flight path visualization, altitude profiling, airport activity monitoring…Aviation
Flight QueryReal-time flight and aircraft tracking queriesAviation
Isochrone AnalysisIsochrone/travel-time reachability analysisRouting
LCPALeast Cost Path AnalysisRouting
Landing Zone AnalysisEmergency/helicopter landing zone assessmentAviation
Least Cost PathOptimal path analysis considering terrainRouting
Map MatchingGPS trace map matching — snap GPS coordinates to road network for route reconstructionRouting
Maritime QueryReal-time AIS vessel tracking, port activity, and maritime route queriesMaritime
Nearest Resource Routing PanelRoute to the nearest facility — hospital, police, embassy, or safe zone from a locationRouting
Network Specific EvaluationTransit network geographic coverage, connectivity, and centrality analysisTransportation
Nse AnalysisTransit network evaluation (NSE) — score one city's transit network on coverage, connectivity, and centralityTransportation
Path EnumerationEnumerate all possible paths between pointsRouting
Path Interception AnalysisPursuit and interception route planning for law enforcement and securityRouting
People FlowLive people flow — real-time GPS movement and crowd/traffic flow analytics on the mapTransportation
Perplexity Maritime SearchPerplexity-powered maritime vessel, piracy, and naval intelligenceMaritime
Proximity Roads AnalysisRoads-to-point proximity analysis — road access assessment around a locationTransportation
Reachability AnalysisGeographic reachability analysis for command and control operations and logisticsRouting
Route Risk RankingOSINT-based multi-route risk ranking with segment-by-segment threat scoringRouting
Route Segment RiskDangerous stretches for a principal on the move - cuts an A-to-B (or on-map) route into 2-5 km stretches and scores each from live corridor threats…Routing
Route ThreatsCorridor threat enumeration - lists all threats along a fixed route, pipeline, or A-to-B corridor within a buffer distance (vs route_risk_ranking…Routing
Route Traffic AssessmentRoadblock/checkpoint reports on a named A-to-B road over a time window plus traffic-aware route assessment. " "Live vs typical vs seasonal-adjusted…Routing
Routing RecommendationWhen the user asks about routing in general terms without specifyingRouting
Routing WorkflowMission routing workflow — multi-phase routing with waypoint sequencing for a regionRouting
Routing Workflow AgentAGENTIC multi-step routingRouting
Safehouse CorridorAutonomous A-to-B driving route with road-danger coloring and auto-placed safe houses along the corridorRouting
Supply Line OptimizationMulti-vehicle supply convoy route optimization with threat avoidanceRouting
Tour Service AnalysisAnalyze a named transit system like the London Underground — stations, stops, and service structure of one networkTransportation
Traffic DisplayReal-time traffic flow visualizationTransportation
Traffic Display PanelLive traffic display — show current road traffic conditions on the mapTransportation
Traffic Flow AnalysisTraffic flow visualization and analysis for a city or corridorTransportation
Traffic FlowmapTraffic flow map — flowmap.blue-style animated deck.gl flow visualization of measured traffic: junction nodes and directional flows sized by real…Transportation
Traffic Logistics OverlayTraffic & logistics overlay (Streets panel section) — live congestion-colored roads plus current incidents/closures, an area disruption/danger index…Transportation
Traffic Spatio TemporalSpatio-temporal traffic analysis — congestion patterns over time for an areaTransportation
Transit HierarchyTransit hierarchy analysis — station, stop, and entrance hierarchy with network centrality for a cityTransportation
Transit Hierarchy AnalysisTransit hierarchy analysis — stations, stops, entrances, connectivityTransportation
Transit Mode DistributionAnalyze transit stops by mode (bus, rail, ferry, metro) in an areaTransportation
Transit Network AnalysisMulti-modal transit network hub-and-spoke analysisRouting
Transit System AnalysisNetwork-specific transit system evaluation (metro, rail, bus routes)Transportation
Traveling Salesman AnalysisTraveling salesman route optimizationRouting
Unified TrafficUnified Traffic Intelligence Service cross-referencing HERE Traffic API v7 + Mapbox Traffic + TomTom Incidents API v5Transportation
Unified Traffic AnalysisCITY-LEVEL composite that fuses live HERE + TomTom + Mapbox traffic with the civil_unrest_validator (GDELT BigQuery + Claude web_search + Twitter v2…Routing
Urban MobilityUrban mobility vulnerability analysis — transport vulnerability for a cityTransportation
Urban Mobility VulnerabilityUrban mobility vulnerability analysis — critical infrastructure, high-density areas, transit bottlenecksRouting
VIP RoutingVIP security routingRouting
Vehicle CountReal-time vehicle counting and trackingTransportation
Vehicle Count PanelVehicle count analysis — estimate how many vehicles are on streets in real time from live traffic dataTransportation
Vessel Sat ESatellite-estimated vessel position (SAT-E) when vessel is out of AIS rangeMaritime
Vessel TimelapseAnimated deck.gl vessel timelapse replay of historical AIS data with TripsLayer animated trails, real-time vessel position interpolation, playback…Maritime

Terrain, environment & weather 46

Agricultural CrisisAgricultural crisis monitoring including crop failures, food prices, and weather impactAgriculture
Agriculture Intelligence SearchFood security, crop production, food deserts, livestock, and agricultural analysis via Perplexity web searchFood Security & Agriculture
Air Quality IntelligenceAir quality index, pollution levels, PM2.5/PM10 dataEnvironmental
Buildability AnalysisConstruction/development suitability assessment ('where can I buildEngineering
Contour LinesContour lines / elevation contours on the map — topographic terrain visualization (opens the terrain analysis module)Terrain
Dust DispersionDust plume dispersion modelingEnvironmental
Dust Dispersion PanelDust dispersion forecast — particulate dispersion modeling from industrial or mining operationsEnvironmental
Dz Carp CalculatorDZ / CARP Calculator - drop zone suitability (slope, obstacles) and the computed air release point for static-line, HALO and HAHO drops with wind…Terrain
Env Impact ComplianceEnvironmental impact assessment and regulatory compliance for energy/extractive projectsEnvironmental
Erosion DetectionSoil erosion risk assessmentEnvironmental
Flow DirectionWater flow direction and drainage analysisHydrology
Food Security RiskFood security and agricultural vulnerability analysisFood Security
GRG GeneratorGRG Generator - Grid Reference Graphic over an objective: numbered buildings on the Mapbox footprints, an MGRS grid, reference points, annotations…Terrain
Illumination PlannerIllumination Planner - sun and moon rise / set, moon phase and illumination percentage, twilight and NVG windows for a place and dateTerrain
Intervisibility ScorerIntervisibility Route ScorerTerrain
Line Of SightVisibility and line-of-sight analysisVisibility
Noise AnalysisNoise propagation and impact zonesEnvironmental
Perplexity Agriculture SearchPerplexity-powered agriculture, food security, and farming intelligenceFood Security & Agriculture
Pour Point AnalysisPour point analysis: trace drainage from a named outlet ('pour point at the bridgeHydrology
Ravine Ridge AnalysisRavine and Ridge Analysis - drainage lines, ridgelines, saddles and defiles from the DEM around a placeTerrain
Reverse SlopeReverse Slope / Defilade RoutingTerrain
Ridge NetworkRidge Network GraphTerrain
Ridge Network GraphBuild skeleton ridge network graph with pathfindingTerrain
Ridge PathfinderA* pathfinding along ridgelines and ravine edges with terrain scoringTerrain
Ridge Pathfinder PanelRidge and ravine-edge A* pathfinder — route along ridgelines and terrain edgesTerrain
Rooftop Solar AnalysisRooftop solar panel placement and potential analysisRenewable Energy
Saddle DetectorSaddle & Mountain Pass DetectorTerrain
Saddle Pass DetectorDetect mountain saddles and passes using Hessian eigenvalue analysisTerrain
Salute ReportSALUTE spot report builder - Size, Activity, Location, Unit, Time, Equipment reports pinned on the map with MGRS, freshness colouring and exportTerrain
Sensor PlacementSensor Placement - candidate sensor / observation post sites scored across a drawn box (elevation, slope, distance to roads / water / buildings, land…Terrain
Slope AnalysisSlope gradient and steepness analysis of an area — any request mentioning slope, steepness, or gradient (e.g. 'slope in ChingolaTerrain
Slope Stability AnalysisSlope stability and failure risk assessmentGeotechnical
Solar PotentialSolar energy generation potentialRenewable Energy
Solar Potential PanelGround solar energy potential analysis panel — solar suitability for an areaRenewable Energy
Stability Zone AnalysisGround stability zone assessmentGeotechnical
Stfn AnalysisSemantic Terrain Feature Network (STFN) analysis for terrain characterization using natural language descriptions, feature relationship mapping…Terrain
Sun AnalysisSolar exposure and shadow analysisEnvironmental
TIN AnalysisTriangulated Irregular Network surface modelingTerrain
Terrain Analysis3D terrain elevation visualization (hillshade, relief, 3D view)Terrain
Terrain Feature ClassificationAutomated terrain feature classification and labelingTerrain
Terrain MobilityTerrain Mobility SurfaceTerrain
Terrain Mobility SurfaceVehicle traverse cost grid based on slope, roughness, and land coverTerrain
Volume CalculatorCalculate cut/fill volumes for earthworksEngineering
Watershed AnalysisWatershed analysis of an area: flow direction, flow accumulation, stream network and catchment delineation when an outlet is named ('watershed…Hydrology
Weather Grid IntelligenceWeather grid visualization across multiple cities (temperature, humidity, wind, pressure)Environmental
Weather IntelligenceWeather forecasts, temperature, wind, precipitation, and storm dataEnvironmental

Industry, sites & infrastructure 73

ASCOPE AnalysisASCOPE area assessment (Area, Structures, Capabilities, Organizations, People, Events)Area Analysis
Asset ValuationReal estate property valuation with heat map visualizationReal Estate
BarriersBarriers, walls, and fencesInfrastructure
Best Time VenueBestTime venue busyness patterns — foot traffic analysis, peak hours, dwell timeBusiness Intelligence
Blasting AnalysisBlast impact and safety zone analysisMining
Blasting Analysis PanelBlasting analysis — blast zone modeling, vibration, and safety assessment for a siteMining
Building LOSBuilding line-of-sight analysisUrban Planning
Cell Tower AnalysisCell tower coverage and signal strengthTelecommunications
Cell Tower CoverageCell tower coverage visualization with signal propagation modeling, coverage gap identification, network operator mapping, and signal strength…Telecommunications
Cost Benefit AnalysisEconomic cost-benefit assessmentEconomic
Coverage MappingWireless network coverage mapping — signal strength, dead zones, propagation modelingTelecommunications
Datacenter PickerData center site selection — power, connectivity, cooling, disaster risk, regulatory complianceReal Estate
Drilling Site OptimizationDrilling site optimization — geological suitability, access roads, environmental constraintsOil & Gas
Energy Forecast TrafficEnergy demand forecasting from traffic patterns and activity dataEnergy
Ev StationsEV charging station analysis — coverage, gaps, and siting for a regionEnergy
Exploration Site SelectionMining exploration site selection — rank candidate exploration sites across an areaMining
Foot TrafficFoot traffic and venue busyness analysis with time series dataBusiness Intelligence
Geological Risk AssessmentGeological risk assessment — fault lines, seismicity, ground stability, hazard mappingOil & Gas
Global Energy NetworkGlobal energy network analysis — power grid mapping, interconnections, vulnerabilitiesEnergy
Grid Connection PlanningGrid connection and infrastructure planning — substation proximity, transmission routingEnergy
Human TerrainHuman terrain mapping - population demographics, cultural analysis, tribal networksHuman Geography
Hydro PotentialHydropower potential analysis — river flow, dam sites, generation capacityEnergy
Infrastructure Deployment FeasibilityTelecom infrastructure deployment feasibility — cost, regulatory, and terrain assessmentTelecommunications
MEIS AnalysisMining environmental impact studyMining
ManholesDrain, manhole, and sewer featuresInfrastructure
Mera AnalysisMineral exploration and resource assessment (MERA) — prospectivity mapping for an exploration areaMining
Mine Env Impact StudyMine environmental impact study (MEIS) — environmental effects assessment for a mining siteMining
Mine Pit Stockpile DesignOpen-pit and stockpile design planning for a mine siteMining
Mineability AnalysisMining feasibility assessmentMining
Mineability Analysis PanelMineability analysis — mining feasibility and mineral extraction potential for a locationMining
Mining AnalysisMining suitability analysis — geological suitability, ore potential, and extraction viability for a mineral typeMining
Mining CBAMining cost-benefit analysisMining
Mining Cost BenefitMining cost-benefit analysis — economic viability of a mining site or operationMining
Mining Proximity AnalysisMining proximity analysis — distances from mining operations to towns, water, and infrastructureMining
Mining Terrain AnalysisMining terrain cost-benefit analysis (alias for mining CBA)Mining
Multi Point SearchMulti-point POI search for comparing points of interest across multiple geographic areasBusiness Intelligence
Multipoint POIMulti-area POI comparison and business distribution analysisBusiness Intelligence
Network OptimizationNetwork optimization — load balancing, tower placement, backhaul routingTelecommunications
Network ResilienceTelecom network resilience analysis — redundancy, failure modes, disaster recoveryTelecommunications
Network SpeedGlobal fixed and mobile network performanceTelecommunications
Oil Drilling OptimizationOil drilling site optimization — rank and site drilling locations across an areaEnergy
Oil Gas Site SelectionOil and gas exploration site selection — geological risk, regulatory, logistics assessmentOil & Gas
Overture EnergyOverture Maps energy infrastructure — power plants, substations, transmission linesEnergy
PSMS MonitoringPipeline safety monitoring systemInfrastructure
PedestrianPedestrian infrastructure including crossings and benchesInfrastructure
Perplexity DemographicsDemographics and population intelligence web search with 8 composite indices, 13-factor unrest risk score, IDW interpolation heatmap, LLM-based…Demographics
Perplexity Demographics SearchPerplexity-powered demographics and ethnic composition searchDemographics
Perplexity EconomicsEconomics and fiscal intelligence web search with 10 color metrics, 12-factor economic stress scoring, LLM-based currency/value validation…Economics
Perplexity Economics SearchPerplexity-powered economic conditions and sanctions intelligenceEconomic
Pipeline Route OptimizationPipeline route optimization — terrain analysis, environmental compliance, cost modelingOil & Gas
Population SearchPopulation density and distribution web search with mappingDemographics
Population WebsearchPopulation and Demographics Intelligence SystemDemographics
PowerstreamLive power grid stream monitoring and outage visualizationEnergy
Real Estate Site SuitabilityReal estate site suitability analysis — zoning, accessibility, market demand, development potentialReal Estate
Religion Intelligence SearchReligious demographics, sects, extremist groups, and interfaith analysis via Perplexity web searchDemographics & Human Terrain
Religion Politics AnalysisReligion and politics analysis — religious demographics, political alignment, sectarian dynamicsDemographics
Resource Extraction EfficiencyResource extraction efficiency analysis for mining operationsMining
Rfp Web SearchRequest for Proposal and tender opportunity finder using web search to gather real-time RFP information, extract key details (deadlines, values…Business Development
Seismic AnalysisSeismic analysis for oil and gas exploration — subsurface mapping, fault detectionOil & Gas
Site SuitabilityMulti-criteria site suitability analysisPlanning
Site Suitability ScoreBEST PLACES / SAFEST or MOST DANGEROUS AREAS map for an area - scores a grid or the land plots of a place against any critical-infrastructure family…Planning
Slope Stability ZoningSlope stability zoning — slope failure risk assessment and hazard zoning for a locationMining
Telco Capacity PlanningTelecom capacity planning — demand modeling, spectrum analysis, network dimensioningTelecommunications
Telco Traffic AnalysisTelecom traffic analysis and prediction — usage patterns, peak load, capacity planningTelecommunications
Telecom CBATelecom cost-benefit analysisTelecommunications
Tidal Offshore WindTidal and offshore wind energy assessment — marine energy resources, cable routingEnergy
Tower Site SelectionCell tower site selection — coverage gaps, terrain analysis, regulatory constraintsTelecommunications
Trade FlowInternational trade flow visualization and bilateral trade analysisEconomics
UN Comtrade SearchUN Comtrade international trade data with optional AIS vessel correlationEconomic
Underground MiningUnderground mining and subsurface infrastructure visualization and analysisMining
Urban GreenspaceUrban greenspace analysis and detectionUrban Planning
Urban Site ConditionUrban site condition analysis — soil, contamination, utilities, traffic impact, zoningReal Estate
Wind PotentialWind energy potential analysis — wind speed, turbine placement, capacity factorEnergy

Data layers on demand 95

AerialwayCable cars, gondolas, and chair liftsTransportation Infrastructure
Ag AnalysisAgricultural land and crop analysis for an area — use agricultural_crisis instead for crisis monitoringLand Use
AgricultureAgricultural land including farmland and meadowsLand Use
AirportsAirport infrastructure including runways and terminalsTransportation Infrastructure
BathymetryOcean depth and undersea featuresWater Infrastructure
Boundaries CountryCountry-specific boundaries using 2-letter codes (US, FR, KE, etc.)Administrative
Boundaries UniversalUniversal administrative boundaries for all countriesAdministrative
Boundary ClipFetch and display city/country boundary polygons with optional clippingBoundary Services
Boundary QueryGeneric Boundary Tileset Query Service querying any geobit-ai.*-all-boundaries vector tileset for administrative boundary polygonsBoundary Services
Boundary SearchFind POIs/businesses of a category WITHIN a named area or drawn boundary ('warehouses inside this polygonBoundary Services
Boundary Search BlueprintBoundary Search Blueprint providing spatial search within boundariesBoundary Services
Boundary StyleChange boundary color, opacity, stroke, and fill stylesBoundary Services
BridgesBridge and viaduct infrastructureTransportation Infrastructure
CampgroundCamping areas and RV parksLand Use
CommunicationCommunication lines, poles, towers, and mobile towersUtilities Infrastructure
ConstructionConstruction sites and development zonesLand Use
DatacentersGlobal datacenter locations from Mapbox tileset (~6,131 points worldwide)Utilities Infrastructure
DesertDesert and arid regionsNatural Features
DevelopedCommercial and industrial areasLand Use
Display BoundariesDisplay administrative boundaries on map for specified locationsBoundary Services
Division Boundary EnrichEnrich displayed administrative boundaries with point aggregation dataBoundary Services
EducationEducational facilities including schools and universitiesLand Use
Enhanced Geocoding EngineEnhanced Geocoding Engine combining OpenStreetMap, Google Places, and Google Geocoding for accurate military location extractionGeocoding
FerryFerry routes and terminalsTransportation Infrastructure
ForestsForest areas and woodsNatural Features
GlaciersGlacier areas and ice fieldsNatural Features
GolfGolf courses and fairwaysLand Use
Google WeatherWeather forecast and current conditions at a specific place — temperature, rain, wind, humidity, UV, hourly and multi-day forecast, history, alerts…Weather
GrasslandGrassland areas and meadowsNatural Features
Grazing ManagementGrazing and rangeland management analysis — pasture assessment for livestock planningLand Use
HorticulturePlant nurseries, orchards, and vineyardsLand Use
Intent ExtractorSatellite imagery intent extraction (reserved for explicit satellite requests only)Satellite
LandfillLandfills and waste disposal sitesLand Use
Llm Boundary ManagerLLM-Powered Boundary Query Service (frontend JS)Boundary Services
Llm Boundary PanelLLM Boundary Panel UI (frontend JS)Boundary Services
Managed GrassManaged grass areas and lawnsLand Use
Mapbox Building QueryBuilding footprints: mode \"nearest\"=N nearest footprints to a point (limit, radius_m); default=footprint of a named building/facility or areaMapbox Data
Mapbox Enrichment ServiceMapbox Enrichment Service for augmenting geocoded locations with actual geometries, nearby context, and real-time trafficMapbox Data
Mapbox Features QueryMapbox Vector Tile multi-layer feature resolverMapbox Data
Mapbox Incidents ServiceMapbox Incidents Service for city-scale traffic incident detection with GDELT correlationMapbox Data
Mapbox Landuse QueryMapbox Vector Tile land use zone resolverMapbox Data
Mapbox Street QueryRoad geometry: mode \"nearest\"=N nearest roads to a point (limit, radius_m); street_name=ONE named road; default=ALL streets in a placeMapbox Data
Mapbox Terrain QueryMapbox Vector Tile terrain resolverMapbox Data
Mapbox Unified QueryGet all Mapbox geographic data layers in one unified queryMapbox Data
MapillaryMapillary street-level imagery overlay — crowd-sourced ground photos along roads for visual ground truthImagery
MedicalMedical facilities including hospitals and clinicsLand Use
MilitaryMilitary installations and training areasLand Use
Mineral SitesMineral sites from the USGS Mineral Resources Data System - about 305,000 deposits, mines, prospects and occurrences worldwide, filterable by…Settlements
Mozambique SettlementsSettlements, towns, and villages in MozambiqueSettlements
Mvt Tile FetcherShared MVT Tile Fetcher providing centralized tile fetching with 404 blacklist caching, deduplication, and parallel fetchMapbox Data
NightlightsNighttime lights 1992-2024 from the harmonized DMSP and VIIRS satellite record - shows where there is electric light on the ground as a proxy for…Settlements
ParksParks and recreational areasLand Use
Pedestrian AreasWalking paths and pedestrian mallsLand Use
Perplexity City Boundary SearchSub-city neighborhood boundaries with associated data overlaysBoundary Services
Physical LandMountains, hills, valleys, and ridgesNatural Features
PiersPiers, docks, and harbor infrastructureWater Infrastructure
Places EastEnhanced places data for eastern regionsPlaces
Places WestEnhanced places data for western regionsPlaces
PortsPort infrastructure including ferry, fishing, industrial, and leisure portsWater Infrastructure
PowerPower grid including lines, substations, and plantsUtilities Infrastructure
Protected LandNational parks and reservesLand Use
RailwaysRailway network including tracks and stationsTransportation Infrastructure
ReefsCoral reefs and marine ecosystemsNatural Features
ReligiousReligious sites including churches and templesLand Use
ResidentialResidential areas and housingLand Use
Resource ExtractionQuarries and logging areasLand Use
RockRock areas and stone formationsNatural Features
SAR DashboardSAR dashboard — synthetic aperture radar imagery dashboardImagery
SandBeach areas and sand dunesNatural Features
Satellite ImagerySentinel-2 satellite imagery and spectral analysis (NDVI, NDWI, land cover)Satellite
Satellite TimelapseSatellite timelapse animation — temporal change detection, construction monitoring, deforestation trackingSatellite
Satellite TrackingLive satellite position tracking and orbit display (ISS, Starlink, GPS/GNSS, military, weather constellations) on the Overwatch tracking bar - where…Satellite
Satellite Vision AnalysisSatellite imagery vision analysis — AI-powered change detection, feature extraction, damage assessmentSatellite
Sea CablesUnderwater communication and power cablesWater Infrastructure
Shared BorderShow the SHARED BORDER LINE between two or more countries plus each country's full boundary polygon as separate layersBoundary Services
Shipping LanesMajor shipping routes and portsWater Infrastructure
ShrubsHeath, scrub, and shrub featuresNatural Features
TowersVarious tower infrastructure (bell, cooling, defensive, observation)Utilities Infrastructure
TransitPublic transit systems including bus and metroTransportation Infrastructure
TreesIndividual trees and tree rowsNatural Features
Unified Mapbox Analysis OrchestratorUnified Analysis Orchestrator chaining Unified Boundary Query (polygon-clipped geographic data) directly into any analysis module via a single API…Mapbox Data
Unified Mapbox DataMapbox Unified Boundary Query fetching ALL geographic layers within a boundary in a single coordinated queryMapbox Data
Urban GrowthUrban growth over time - JRC GHSL multi-temporal urban centre boundaries, 21,777 cities across 26 epochs from 1975 to 2100, with population and…Settlements
UtilitiesUtility pipelines, poles, and networksUtilities Infrastructure
W3w AnalysisWhat3Words geolocation — convert between coordinates and 3-word addresses for field opsGeocoding
WasteWaste management and recycling facilitiesUtilities Infrastructure
WaterWater infrastructure including dams and reservoirsWater Infrastructure
Water QueryWater body tileset smart-find serviceWater Data
Weather RadarLive NEXRAD weather radar overlay with auto-refresh, tropical cyclones, severe weatherWeather
WetlandsWetlands, marshes, and bogsNatural Features
Winter SportsSki areas and snow parksLand Use
Worldpop ChoroplethPopulation choropleth - WorldPop 2026 grid cells summed into administrative divisions (region, district, locality) or H3 hexbins, colour-coded by…Settlements
Worldpop DemographicsAge and sex structure from WorldPop 2026 for South Africa at 1km - children under 15, youth 15-24, working age 25-64, elderly 65+, males 15-44, women…Settlements
Worldpop DensityWorldPop 2026 gridded population density from Mapbox tilesets - global 1km cells (51.2M) plus South Africa 100m cells (16.1M), each carrying…Settlements
WorldviewWorldView satellite composite imagery overlay — daily global satellite mosaic backdrop on the mapSatellite

Spatial analysis & statistics 49

Analyze TargetVague ask about a SPECIFIC thing on the map when no analysis is named: the user has selected a feature / attribute-table row or names one ('is this…Spatial Analysis
Bounding BoxBounding Box — Generate minimum bounding rectangle for featuresSpatial Analysis
CentroidCentroid — Calculate center points of featuresSpatial Analysis
CompassLLM Spatial Reasoning Framework providing structured prompts and utilities for LLM-based geospatial reasoningSpatial Intelligence
ComprehensiveComprehensive Analysis — Multi-analysis suite run in one pass based on data characteristicsSpatial Analysis
Curved Spatial BisectorCurved Spatial Bisector — Calculate geodesic curved bisector between featuresSpatial Analysis
Dbscan ClusterDBSCAN Clustering — Density-based spatial clustering (DBSCAN)Spatial Analysis
Densify FeaturesAdd vertices at regular intervals along lines/polygons (like Esri Densify)Geoprocessing
Enclose FeaturesDraw an enclosing shape around features on the map (circle, convex hull + buffer)Shape Analysis
Erase FeaturesErase Features — Remove area of layer B from layer A (inverse clip)Spatial Analysis
Field StatisticsField Statistics — Compute statistics on attribute fieldsSpatial Analysis
Fishnet GridGenerate a regular grid of square or hexagonal cells over the map extent (like Esri Create Fishnet)Geoprocessing
Gis AnalystAutonomous GIS analyst for multi-step or judgment-requiring geospatial analysis: selects datasets, runs server-side analyses, explains its reasoningSpatial Analysis
Hdbscan ClusterHDBSCAN Clustering — Data-driven density clustering (varying densities, no fixed search distance)Spatial Analysis
Heatmap KDEKernel Density (Server) — Grid-based kernel density estimation from pointsSpatial Analysis
HexbinHexbin Aggregation — Aggregate point data into hexagonal binsSpatial Analysis
Hfa AnalysisHuman flow analysis (HFA) — crowd and pedestrian movement analytics for an areaSpatial Analysis
Hot Spot Gi StarHot Spot Analysis (Getis-Ord Gi*) — Identify statistically significant hot spots and cold spots using the Getis-Ord Gi* statisticSpatial Statistics
Intelligent Map AnalysisMulti-step autonomous intelligent analysis of current map dataSpatial Analysis
Interpolation IdwIDW Interpolation — Inverse distance weighted interpolation to create a continuous surface from pointsSpatial Analysis
Intersection AnalysisFeature intersection and overlap analysisSpatial Analysis
Kmeans ClusterK-Means Clustering — K-Means spatial clustering into k groupsSpatial Analysis
Layer AnalysisLayer analysis — profile a dataset or upload and write a data-quality and content assessmentAnalysis
Lidar ProcessingLiDAR and 3D point cloud processing — LAS/LAZ/E57/PLY file analysis, terrain extraction, 3D visualizationGeospatial
Map AnalysisGeneral GIS analysis tools including clustering, voronoi, spatial statisticsGIS Analysis
Map State ReportDescribe what is currently on the map: layers, feature counts, open tilesets, recent analyses, clutter assessment, and any mismatch between what the…Spatial Analysis
Merge DatasetsMerge Datasets — Combine features from multiple layers into oneSpatial Analysis
Minimum Bounding GeometryCreate minimum bounding rectangle, circle, or convex hull around features (like Esri Minimum Bounding Geometry)Shape Analysis
Morans IMoran's I (Spatial Autocorrelation) — Global and Local Moran's I measures spatial autocorrelation — whether similar values cluster together or…Spatial Statistics
Nearest NeighborNearest Neighbor — Find closest features between two layersSpatial Analysis
Optics ClusterOPTICS Clustering — Reachability-based density clustering of varying densitiesSpatial Analysis
Overlay Analysis MultiOverlay Analysis (Multi-op) — Multi-operation spatial overlay (intersect, identity, update)Spatial Analysis
Proximity AnalysisDistance and proximity calculationsSpatial Analysis
Select FeaturesSelect Features — Filter features by attribute or spatial criteriaSpatial Analysis
Space Time CubeSpace-time cube analysis — 3D visualization of spatiotemporal patterns and event clusteringSpatial Statistics
Spatial Anomaly DetectionDetects spatial anomalies, outliers, and unusual patterns using multiple ML algorithms (Isolation Forest, Local Outlier Factor, statistical…Spatial Intelligence
Spatial Area AnalysisInteractive spatial area analysis with drawing tools (polygon, circle, rectangle, line), buffer analysis, proximity search, area/distance…Spatial Analysis
Spatial Distribution SdeMeasure directional trend and dispersion of a point distribution using standard deviational ellipse with eigenvalue decompositionSpatial Statistics
Spatial Outlier DetectionDetect spatial outliers using IQR on k-nearest-neighbor distancesSpatial Statistics
Spatial QueryComplex multi-stage spatial operations with cascade effects and compound constraintsAdvanced Spatial
Spatial ReasoningSpatial pattern detection and anomaly analysisSpatial Intelligence
Spatial Relationships MatrixSpatial Relationships Matrix — Compute DE-9IM topological relationships (touches, crosses, overlaps, within, contains, disjoint) between two layersSpatial Statistics
Spatiotemporal FilterSpatiotemporal Filter — Filter features by a time window plus a spatial geometry (within/intersects)Spatial Analysis
Split Line At PointSplit Line at Point — Split lines where they intersect point featuresSpatial Analysis
Surveillance Camera LikelihoodWHERE COULD THERE BE CAMERAS: the surveillance camera layer with the INFERRED building likelihood on - every Mapbox building footprint tinted very…Security Infrastructure
Surveillance CamerasSurveillance cameras, licence-plate readers (ALPR), gunshot detectors and guard posts mapped in OpenStreetMap (ODbL) - global point layer coloured by…Security Infrastructure
Temporal FilterTemporal Filter — Filter features to a time window on a date/time attributeSpatial Analysis
TilequeryTilequery / Basemap Query — Query Mapbox basemap tilesets for features near input layer locationsSpatial Analysis
Zonal Statistics SearchZonal Statistics Search Service with LLM-powered data collection and aggregationSpatial Statistics

Visualization & reporting 26

Agent LabelingIntelligent map feature labeling with AI enhancement for buildings, roads, infrastructure, and all feature typesVisualization
Alliance HighlightHighlight countries by geopolitical alliance/bloc with per-group color coding, or custom per-country coloringVisualization
Analysis Viz AdvancedAdvanced visualization mode: 3D surface plots from grid/interpolation data, Plotly indicator dashboards, sunburst hierarchies, correlograms, and…Visualization
Analysis Viz ComparisonComparison visualization mode: feature count bars, processing time comparison, analysis type donuts, parallel coordinates, bump charts, and bubble…Visualization
Analysis Viz EvacuationEvacuation visualization mode: route capacity gauges, evacuation time timeline, population density treemaps, shelter capacity radar charts, route…Visualization
Analysis Viz ExtractionExtraction visualization mode: extraction point risk gauges, route security timelines, threat proximity radar charts, insertion/extraction corridor…Visualization
Analysis Viz NetworkNetwork visualization mode: force-directed graphs, arc diagrams, edge bundling, chord diagrams, and circular packing for analysis chain and category…Visualization
Analysis Viz OverviewOverview visualization mode: feature distribution donuts, gauge metrics, lollipop category rankings, Plotly indicator dashboards, and feature label…Visualization
Analysis Viz PipelinePipeline visualization mode: stacked timelines, force graphs, heat matrices, Sankey flow diagrams, and stream graphs showing analysis workflow and…Visualization
Analysis Viz SpatialSpatial visualization mode: Sankey flow diagrams, chord diagrams for category relationships, circular barplots, sunburst hierarchies, and wordclouds…Visualization
Analysis Viz StatisticalStatistical visualization mode: box plots, density plots, ridgeline distributions, correlograms, and interactive Plotly box plots for numeric…Visualization
Analysis Viz TemporalTemporal visualization mode: calendar heatmaps of analysis activity, stream graphs, bump charts for ranking evolution, Plotly time series, and…Visualization
Choropleth VisualizationChoropleth data visualization with boundary-based thematic mapping, classification methods (quantile, jenks, equal interval), custom color ramps, and…Visualization
Country HighlightHighlight specific countries and regional groups on mapVisualization
Deckgl VisualizationRe-visualize on-map data using a deck.gl mode (heatmap, hexagon, grid, screengrid, scatterplot, contour, column, arc)Visualization
Drawing AgentNatural language map drawing, annotation, and ALL measurement requests: draw/mark/sketch/circle/outline shapes (point, circle, line, rectangle…Visualization
Focus LockLock or unlock the session's working geofence: after a lock, every later search, clip, and analysis stays inside one boundary (a drawn shape or a…Visualization
General VisualizationGeneral text-to-map visualization for abstract conceptsVisualization
Gis Report ExportGIS report and map export — generate PDF/PNG intelligence reports with map snapshotsVisualization
Histogram ChartHistogram chart generation — data distribution visualization and statistical analysisVisualization
Legend BuilderCreate, edit, and manage map legends with full customization including adding/removing legend items, changing colors and symbols, adding custom icons…Visualization
Map Story ModePresent the current map as a narrative story: group the visible layers into a few narrative acts with headlines, hide layers that clutter the story…Visualization
Multi Boundary ChoroplethColor-coded choropleth map across administrative boundariesVisualization
Regional Dynamics AssessmentAssess relationship dynamics between countries in a region (alliances, adversaries, proxies, trade, sentiment)Visualization
Scatterplot ChartScatterplot chart generation — correlation analysis and data pattern visualizationVisualization
StorymapsInteractive story maps — create narrative-driven geospatial presentations and briefingsVisualization
Spatial analysis toolbox

86 analyses, each with the question it answers.

The canonical analysis catalog the chat dispatches from. "Needs" is the input geometry the analysis expects; the agent converts or acquires it when you do not have it.

Density & concentration 8

HeatmapWhere do features concentrate (visual density surface)needs points
Kernel DensityWhere is statistically dense activity (KDE surface)needs points
Hotspot AnalysisWhich areas are statistically significant hot/cold spots (Getis-Ord Gi*)needs points
Hexbin AggregationHow do counts/values aggregate into uniform hex cellsneeds points
QuadratIs the point pattern clustered, random or dispersed (grid counts)needs points
Point PatternWhat is the overall spatial pattern of eventsneeds points
Ripleys KAt which distances do points cluster (multi-scale)needs points
Multi Distance ClusterHow does clustering change with search distanceneeds points

Clustering & grouping 4

ClusteringWhich features form distance-based groups (DBSCAN-style)needs points
K Means ClusteringHow do features split into k spatial groupsneeds points
Hierarchical ClusteringWhat nested group structure do the features haveneeds points
Circle ClusterWhich points fall inside fixed-radius groupingsneeds points

Proximity & distance 5

BufferWhat is within X distance of these features (zone of influence)needs any
Multi Ring BufferHow does exposure change across distance bandsneeds any
Nearest NeighborsWhich features are closest to each feature (k-NN links)needs points
Bearing DistanceWhat direction and how far between feature pairsneeds points
Cost DistanceWhat is the least-cost path/surface between locations (terrain-aware)needs points

Containment & overlay 11

Point In PolygonHow many/which points fall inside each polygonneeds points+polygons
Enhanced Point In PolygonAggregate point attributes per containing polygon (count/sum/mean)needs points+polygons
Spatial JoinAttach attributes from one layer to another by locationneeds any
OverlapWhere and how much do polygons overlapneeds polygons
ClipCut a dataset down to the area of another (subset by boundary)needs any
EraseRemove the part of a dataset covered by anotherneeds polygons
UnionMerge polygon datasets keeping all boundariesneeds polygons
DifferenceWhat area is in A but not in Bneeds polygons
Symmetrical DifferenceWhat area is in A or B but not bothneeds polygons
DissolveMerge features sharing an attribute value into one (aggregate regions)needs polygons
Overlay AnalysisCombine layers into one dataset by spatial relationshipneeds any

Spatial statistics 7

Spatial AutocorrelationDo similar attribute values cluster in space (Morans I)needs points
Gearys CLocal similarity/dissimilarity of attribute values (Gearys C)needs points
Spatial DistributionWhere is the weighted center and directional spread (SDE)needs points
Standard Deviational EllipseWhat is the directional trend of the distributionneeds points
Spatial OutlierWhich features are spatially anomalous vs neighborsneeds points
Spatial RelationshipsHow do two variables relate across spaceneeds points
GWRHow does a relationship between variables vary by location (GWR)needs points

Interpolation & surfaces 3

InterpolationEstimate values between sample points (IDW surface)needs points
KrigingStatistically best-estimate surface from samples + uncertaintyneeds points
SpatiotemporalHow does the pattern move/change over timeneeds points

Geometry derivation 7

CentroidsThe representative center point of each polygonneeds polygons
Convex HullThe outer envelope containing all featuresneeds points
Concave HullA tight footprint around the featuresneeds points
VoronoiWhich area is closest to each feature (service/territory areas)needs points
DelaunayTriangulated connectivity between pointsneeds points
Minimum Spanning TreeThe shortest network connecting all pointsneeds points
Bubble MapShow magnitude of a numeric attribute per locationneeds points

Line & network tools 9

Line IntersectionWhere do lines cross (junctions, chokepoints)needs lines
Line DirectionDominant movement/flow directionsneeds lines
Line LengthHow long is each line / total network lengthneeds lines
Line SegmentationSplit lines into uniform segmentsneeds lines
Points Along LineSample points at intervals along routesneeds lines
Polygon To LineConvert polygon boundaries to line featuresneeds polygons
Feature To LineConvert features to line geometryneeds any
Feature To PointConvert features to point geometry (for point-only tools)needs any
Split LineSplit a line at a pointneeds lines

Utility & Esri-parity tools 26

Aggregate PointsPer-polygon counts/sums/means of point data (summarize points into areas)needs points+polygons
Append DataStack features from one layer onto another existing layer (same-schema, in place)needs any
Area MeasurementHow large is each polygon (area in km2/hectares/acres)needs polygons
Attribute StatisticsCount/sum/mean/min/max/std dev of an attribute column across the layerneeds any
Containment AnalysisWhich features contain or are contained by features of another layerneeds any
Delete FieldsRemove attribute columns from a layerneeds any
DensifyAdd vertices at regular intervals along lines/polygons (precision prep)needs any
Derive New LocationsWhich features satisfy combined spatial + attribute criteria against another layer (intersect/contain/within/difference)needs any
Directional DistributionWhat is the directional trend and spread (standard deviational ellipse)needs points
Distance MatrixPairwise origin-destination distances between all featuresneeds points
EncloseDraw an enclosing circle or hull around features on the mapneeds any
Enrich LayerAttach computed context (area, perimeter, centroid, labels) to featuresneeds any
Find Existing LocationsWhich existing features match multi-criteria attribute + spatial queriesneeds any
Find Similar LocationsWhich features are most similar to a reference feature across attributesneeds any
FishnetGenerate a regular square/hex sampling grid over the extentneeds any
Mean CenterWhere is the (weighted) geographic center of mass of the featuresneeds points
MergeCombine multiple layers into one feature setneeds any
Minimum BoundingSmallest rectangle/circle/hull enclosing the featuresneeds any
NearThe closest feature and its distance for each input featureneeds points
SelectSubset features by attribute or spatial conditionneeds any
Simplify FeaturesReduce vertex detail while preserving overall shapeneeds any
Smooth FeaturesSmooth jagged line/polygon geometryneeds any
Spatial BisectorThe perpendicular bisector line between two points/featuresneeds points
Split FeaturesSplit polygons into grid cells or equal partsneeds polygons
Summarize NearbyTotals/statistics of features within X distance of each featureneeds any
Summarize WithinPoint counts and attribute statistics within each polygon zoneneeds points+polygons

Server-side statistics 6

Calculate FieldCompute a new attribute from an arithmetic expression over each feature (writes back to the layer)needs any
Median CenterThe geometric median location minimizing total travel distance (optionally weighted)needs points
Central FeatureWhich member feature is most central (minimum total distance to all others)needs points
Standard DistanceHow dispersed are features around their mean center (standard distance circle)needs points
Linear Directional MeanThe mean bearing and circular variance of line features (dominant flow direction)needs lines
Tabulate IntersectionPer-zone area-weighted class breakdown (intersect class polygons with zones)needs polygons
What this list is. Functions the platform can dispatch today, read from its own registries on 2026-09-23 and regenerated with each release; a few dozen registry entries were left out because an internal audit found them built but not yet connected. It is a list of what the system can do, not a claim that every function is equally deep. Book a demo and ask for the ones you care about; machine-readable copy at /capabilities.json.

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